Wed. Jan 7th, 2026

The global shortage of cybersecurity professionals is one of the most critical challenges facing our digital world. As of September 5, 2025, the demand for skilled security experts has far outpaced the available supply, creating a massive and growing workforce gap that leaves businesses and nations increasingly vulnerable to cyberattacks.

According to the latest industry reports from organizations like (ISC)², the global cybersecurity workforce gap is estimated to be a staggering 4 million professionals. This is not a future problem; it is a present-day crisis that is impacting organizations of all sizes, from the government ministries in Islamabad to the burgeoning tech startups here in Rawalpindi.

ownerdomain=yevli.com managerdomain=revbid.net revbid.net, 7973, DIRECT # RevBid + Adagio adagio.io, 1397, RESELLER rubiconproject.com, 19116, RESELLER, 0bfd66d529a55807 improvedigital.com, 1790, RESELLER onetag.com, 6b859b96c564fbe, RESELLER appnexus.com, 13099, RESELLER, f5ab79cb980f11d1 pubmatic.com, 161593, RESELLER, 5d62403b186f2ace rubiconproject.com, 11006, RESELLER, 0bfd66d529a55807 33across.com, 0015a00002oUk4aAAC, RESELLER, bbea06d9c4d2853c yahoo.com, 57289, RESELLER, e1a5b5b6e3255540 appnexus.com, 10239, RESELLER, f5ab79cb980f11d1 rubiconproject.com, 16414, RESELLER, 0bfd66d529a55807 pubmatic.com, 156423, RESELLER, 5d62403b186f2ace rubiconproject.com, 21642, RESELLER, 0bfd66d529a55807 conversantmedia.com, 100141, RESELLER indexexchange.com, 191973, RESELLER, 50b1c356f2c5c8fc triplelift.com, 12503, RESELLER, 6c33edb13117fd86 e-planning.net, 83c06e81531537f4, RESELLER, c1ba615865ed87b2 pubmatic.com, 156631, RESELLER, 5d62403b186f2ace openx.com, 541031350, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 12186, RESELLER, 0bfd66d529a55807 pubmatic.com, 159110, RESELLER, 5d62403b186f2ace indexexchange.com, 194558, RESELLER smartadserver.com, 3554, RESELLER pubmatic.com, 156439, RESELLER, 5d62403b186f2ace pubmatic.com, 154037, RESELLER, 5d62403b186f2ace rubiconproject.com, 16114, RESELLER, 0bfd66d529a55807 openx.com, 537149888, RESELLER, 6a698e2ec38604c6 appnexus.com, 3703, RESELLER, f5ab79cb980f11d1 loopme.com, 5679, RESELLER, 6c8d5f95897a5a3b video.unrulymedia.com, 2564526802, RESELLER pubnative.net, 1006576, RESELLER, d641df8625486a7b admanmedia.com, 43, RESELLER sharethrough.com, OAW69Fon, RESELLER, d53b998a7bd4ecd2 lijit.com, 367236, RESELLER, fafdf38b16bf6b2b openx.com, 538959099, RESELLER, 6a698e2ec38604c6 pubmatic.com, 137711, RESELLER, 5d62403b186f2ace pubmatic.com, 156212, RESELLER, 5d62403b186f2ace rubiconproject.com, 17960, RESELLER, 0bfd66d529a55807 freewheel.tv, 1568036, RESELLER freewheel.tv, 1568041, RESELLER openx.com, 558899373, RESELLER, 6a698e2ec38604c6 video.unrulymedia.com, 5672421953199218469, RESELLER adform.com, 2865, RESELLER appnexus.com, 12290, RESELLER, f5ab79cb980f11d1 appnexus.com, 9393, RESELLER, f5ab79cb980f11d1 indexexchange.com, 191503, RESELLER, 50b1c356f2c5c8fc openx.com, 559680764, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 23844, RESELLER, 0bfd66d529a55807 smartadserver.com, 3056, RESELLER, 060d053dcf45cbf3 yahoo.com, 49648, RESELLER pubmatic.com, 161527, RESELLER, 5d62403b186f2ace pubmatic.com, 158355, RESELLER, 5d62403b186f2ace lijit.com, 260380, RESELLER, fafdf38b16bf6b2b sovrn.com, 260380, RESELLER, fafdf38b16bf6b2b appnexus.com, 11924, RESELLER, f5ab79cb980f11d1 amxrtb.com, 105199747, DIRECT advertising.com, 28305, RESELLER appnexus.com, 11786, RESELLER, f5ab79cb980f11d1 connectad.io, 1397, RESELLER rubiconproject.com, 26800, RESELLER, 0bfd66d529a55807 admanmedia.com, 2216, RESELLER connectad.io, 456, RESELLER, 85ac85a30c93b3e5 # RevBid + AdYouLike adyoulike.com, 4db16f63a44a8089eb24922002e88ad0, DIRECT appnexus.com, 7664, RESELLER, f5ab79cb980f11d1 pubmatic.com, 160925, RESELLER, 5d62403b186f2ace rubiconproject.com, 20736, RESELLER, 0bfd66d529a55807 adform.com, 3296, RESELLER, 9f5210a2f0999e32 richaudience.com, JAHJ4YZq4O, RESELLER lijit.com, 408376, RESELLER, fafdf38b16bf6b2b Media.net, 8CU1G827Y, RESELLER smilewanted.com, 1494, RESELLER onetag.com, 7a07370227fc000, RESELLER risecodes.com, 64c7a4acd6298f0001a7d867, RESELLER nativo.com, 5848, RESELLER, 59521ca7cc5e9fee nobid.io, 50603, RESELLER adipolosolutions.com, 23015084430, RESELLER smartadserver.com, 4144, RESELLER copper6.com, 766102, RESELLER video.unrulymedia.com, 297618916, RESELLER 33across.com, 0010b00002Xbn7QAAR, RESELLER, bbea06d9c4d2853c thebrave.io, 1234679, RESELLER, c25b2154543746ac indexexchange.com, 190532, RESELLER, 50b1c356f2c5c8fc triplelift.com, 10504, RESELLER, 6c33edb13117fd86 sharethrough.com, UN5mGpO8, RESELLER, d53b998a7bd4ecd2 amxrtb.com, 105199830, RESELLER loopme.com, 11362, RESELLER, 6c8d5f95897a5a3b openx.com, 539466082, RESELLER, 6a698e2ec38604c6 trustedstack.com, TSNC78R17, RESELLER gamoshi.io, 267-b6098, RESELLER, 20e30b2ae1f670f2 videoheroes.tv, 212690, RESELLER, 064bc410192443d8 yieldmo.com, 3482865003332051270, RESELLER video.unrulymedia.com, 639501697, RESELLER strongmetrics.io, 219562, RESELLER vistarsagency.com, cqqccatc23j9v5bv3fv0, RESELLER, 8db795910158017c screencore.io, 276, RESELLER eskimi.com, 2020000792, RESELLER advertising.com, 82643, RESELLER conversantmedia.com, 100292, RESELLER, 03113cd04947736d # RevBid + Sovrn lijit.com, 474880, DIRECT, fafdf38b16bf6b2b lijit.com, 474880-eb, DIRECT, fafdf38b16bf6b2b appnexus.com, 1019, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 2444764291, RESELLER contextweb.com, 558511, RESELLER krushmedia.com, AJxF6R572a9M6CaTvK, RESELLER # RevBid + ImproveDigital improvedigital.com, 2408, RESELLER # RevBid + AdLiveTech adlive.io, 19969, RESELLER themediagrid.com, LVXCEA, DIRECT, 35d5010d7789b49d themediagrid.com, IZLGFV, DIRECT, 35d5010d7789b49d pubmatic.com, 162999, RESELLER, 5d62403b186f2ace rubiconproject.com, 18680, DIRECT, 0bfd66d529a55807 improvedigital.com, 1159, RESELLER # RevBid + Setupad setupad.com, 2424, DIRECT rubiconproject.com, 21118, RESELLER, 0bfd66d529a55807 adform.com, 1484, RESELLER pubmatic.com, 156191, RESELLER, 5d62403b186f2ace smartadserver.com, 3527, RESELLER, 060d053dcf45cbf3 lijit.com, 252889, RESELLER, fafdf38b16bf6b2b openx.com, 540890784, RESELLER, 6a698e2ec38604c6 indexexchange.com, 191541, RESELLER 152media.com, 152, RESELLER adtelligent.com, 534151, RESELLER triplelift.com, 12405, RESELLER, 6c33edb13117fd86 nextmillennium.io, 16454, RESELLER, 65bd090fa4a1e3d6 connectad.io, 416, RESELLER, 85ac85a30c93b3e5 Media.net, 8CU2I176C, RESELLER risecodes.com, 649047cf01889e0001cb85f1, RESELLER 33across.com, 0010b00002bTS1QAAW, RESELLER, bbea06d9c4d2853c onetag.com, 753951255855558, RESELLER #RevBid + Onetag onetag.com, 818fac267e2a1b4, DIRECT onetag.com, 818fac267e2a1b4-OB, DIRECT freewheel.tv, 20393, RESELLER freewheel.tv, 24377, RESELLER # RevBid + AdTarget admatic.com.tr, adm-pub-2977111241, DIRECT, uufps1dh5stc6euk adform.com, 2968, DIRECT, 9f5210a2f0999e32 rubiconproject.com, 25100, DIRECT, 0bfd66d529a55807 criteo.com, B-070303, DIRECT, 9fac4a4a87c2a44f themediagrid.com, DNWTUA, DIRECT, 35d5010d7789b49d adtarget.com.tr, 767666, DIRECT pubmatic.com, 159078, DIRECT, 5d62403b186f2ace adform.com, 2600, DIRECT stroeer.com, 17938, DIRECT # RevBid + E-Planning e-planning.net, f0e8f6477570117b, RESELLER, c1ba615865ed87b2 disqus.com, 891, DIRECT zeta.com, 891, DIRECT zetaglobal.net, 891, DIRECT sharethrough.com, 23830661, DIRECT, d53b998a7bd4ecd2 triplelift.com, 8446, DIRECT, 6c33edb13117fd86 onetag.com, 5927d926323dc2c, DIRECT nextmillennium.io, 16425, DIRECT, 65bd090fa4a1e3d6 mgid.com, 833178, DIRECT, d4c29acad76ce94f loopme.com, 12858, RESELLER, 6c8d5f95897a5a3b krushmedia.com, AJxF6R489a9M6CaTvK, DIRECT sonobi.com, b812bd55d6, RESELLER, d1a215d9eb5aee9e conversantmedia.com, 41784, RESELLER, 03113cd04947736d Media.net, 8CUT87EOU, DIRECT conversantmedia.com, 41784, DIRECT, 03113cd04947736d 33across.com, 0010b00002ZoRYhAAN, DIRECT, bbea06d9c4d2853c richaudience.com, 9komJKwMhZ, RESELLER google.com, pub-3872674820285626, RESELLER, f08c47fec0942fa0 xapads.com, 162365, RESELLER rtbdemand.com, 23064554446, RESELLER admixer.net, 0cc7386a-d5a3-4b90-aeeb-3e67f8fe, DIRECT video.unrulymedia.com, 827123801, DIRECT pubmatic.com, 160846, RESELLER, 5d62403b186f2ace inmobi.com, 61d733c3779d43e590c51c8bc078e10c, RESELLER, 83e75a7ae333ca9d lijit.com, 380632, RESELLER, fafdf38b16bf6b2b mgid.com, 885240, DIRECT, d4c29acad76ce94f adform.com, 1762, RESELLER video.unrulymedia.com, 827123801, RESELLER video.unrulymedia.com, 2736329702851200000, RESELLER inmobi.com, 9b300ff061ff4501abcdd864e6c1cceb, RESELLER, 83e75a7ae333ca9d sharethrough.com, KGPeiFc6, RESELLER, d53b998a7bd4ecd2 openx.com, 559911747, RESELLER, 6a698e2ec38604c6 pubmatic.com, 164187, RESELLER, 5d62403b186f2ace rubiconproject.com, 26144, RESELLER, 0bfd66d529a55807 trustedstack.com, TSL72ADG4, DIRECT risecodes.com, 673da70c91e2fd000109c6f6, RESELLER crystall.io, 294862, DIRECT lijit.com, 512561, RESELLER, fafdf38b16bf6b2b adyoulike.com, cea2adf686c5179d6d96c9b0bbac777e, RESELLER adyoulike.com, 814ad5a7eb7601cc991ae83a976195b9, RESELLER xandr.com, 13117, RESELLER admatic.de, ade-pub-6537379909, DIRECT, uufps1dh5stc6euk amxrtb.com, 105199734, RESELLER yieldmo.com, 3377199372461613093, RESELLER onetag.com, 87f58fe90234d0e, RESELLER smartadserver.com, 5302, RESELLER, 060d053dcf45cbf3 aceex.io, 2108, DIRECT, b1cf3c874d5c6682 video.unrulymedia.com, 799061815, RESELLER eskimi.com, 2020000186, RESELLER conversantmedia.com, 100066, DIRECT, 03113cd04947736d appnexus.com, 15941, RESELLER, f5ab79cb980f11d1 nglcollective.com, 475, DIRECT kargo.com, 8800, DIRECT tremorhub.com, 51vtw, RESELLER, 1a4e959a1b50034a telaria.com, 51vtw, RESELLER, 1a4e959a1b50034a pubmatic.com, 159933, DIRECT, 5d62403b186f2ace springserve.com, 1247, RESELLER, a24eb641fc82e93d telaria.com, 2auap-ich32, RESELLER, 1a4e959a1b50034a telaria.com, 2auap-45web, RESELLER, 1a4e959a1b50034a richaudience.com, 25BiP9IMgN, DIRECT pubmatic.com, 163389, RESELLER, 5d62403b186f2ace telaria.com, 2auap-zihku, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-ich32, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-45web, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-zihku, RESELLER, 1a4e959a1b50034a adagio.io, 1417, DIRECT # RevBid + Kueez kueez.com, 023bba2412042299d0702b15b00e4c69, DIRECT appnexus.com, 8826, RESELLER, f5ab79cb980f11d1 rubiconproject.com, 16920, RESELLER openx.com, 557564833, RESELLER lijit.com, 407406, RESELLER media.net, 8cu4jtrf9, RESELLER pubmatic.com, 162110, RESELLER sharethrough.com, n98xdzel, RESELLER 33across.com, 0010b00002odu4haax, RESELLER yieldmo.com, 3133660606033240149, RESELLER onetag.com, 6e053d779444c00, RESELLER video.unrulymedia.com, 3486482593, RESELLER sonobi.com, 4c4fba1717, RESELLER smartadserver.com, 4288, RESELLER zetaglobal.com, 108, RESELLER improvedigital.com, 2106, RESELLER loopme.com, 11576, RESELLER themediagrid.com, uot45z, RESELLER tagoras.io, 78f0cb3041f91df7f6eeea7c7178fffc, RESELLER appnexus.com, 15623, reseller, f5ab79cb980f11d1 # RevBid + AMXR admixer.net, 5ec6caad-1374-4898-b09d-06f75d78bcc0, DIRECT admixer.net, 5ec6caad-1374-4898-b09d-06f75d78bcc0, RESELLER loopme.com, 11488, RESELLER, 6c8d5f95897a5a3b e-planning.net,ec771b05828a67fa,RESELLER,c1ba615865ed87b2 video.unrulymedia.com, 851532539, RESELLER admanmedia.com, 1074, RESELLER rubiconproject.com, 15268, RESELLER, 0bfd66d529a55807 pubmatic.com, 159277, RESELLER pubmatic.com, 81564, RESELLER, 5d62403b186f2ace rubiconproject.com, 13510, RESELLER mgid.com, 885240, RESELLER, d4c29acad76ce94f smartadserver.com, 3627, RESELLER, 060d053dcf45cbf3 adsinteractive.com,39993,RESELLER adform.com,961,RESELLER pubmatic.com,158937,RESELLER,5d62403b186f2ace openx.com,541146395,RESELLER,6a698e2ec38604c6 appnexus.com, 17553, RESELLER, f5ab79cb980f11d1 risecodes.com, 682ede1cb5100100018d47ff, RESELLER admanmedia.com, 2320, RESELLER voisetech.com, 1248, RESELLER, 9009ef0379162448 pubmatic.com, 165116, RESELLER, 5d62403b186f2ace video.unrulymedia.com, 436487936, RESELLER rubiconproject.com, 25692, RESELLER, 0bfd66d529a55807 rubiconproject.com, 25692, DIRECT, 0bfd66d529a55807 exchange.loyal.app, AJxF6R45a9M6CaTvK, RESELLER # RevBid + ReVantage revantage.io, 1, DIRECT rubiconproject.com,16920,RESELLER,0bfd66d529a55807 openx.com, 557564833, RESELLER, 6a698e2ec38604c6 lijit.com,407406,RESELLER,fafdf38b16bf6b2b pubmatic.com,162110,RESELLER,5d62403b186f2ace sharethrough.com,n98xdzel,RESELLER,d53b998a7bd4ecd2 33across.com, 0010b00002ODU4HAAX,RESELLER, bbea06d9c4d2853c sonobi.com,4c4fba1717,RESELLER,d1a215d9eb5aee9e smartadserver.com,4288,RESELLER,060d053dcf45cbf3 adform.com,2926,RESELLER,9f5210a2f0999e32 start.io, 185522363, RESELLER loopme.com,11576,RESELLER,6c8d5f95897a5a3b themediagrid.com,uot45z,RESELLER,35d5010d7789b49d trustedstack.com, TSIO6G4I5, RESELLER themediagrid.com, 7H3QAS, RESELLER, 35d5010d7789b49d smaato.com, 1100059464, RESELLER, 07bcf65f187117b4 smaato.com, 1100004890, RESELLER, 07bcf65f187117b4 intenze.co , 200184, DIRECT imds.tv, 82624, RESELLER, ae6c32151e71f19d 152media.info,152M968,RESELLER amxrtb.com, 105199329, RESELLER kueez.com,00f14b9c9ba786f50ea561b30cc33bb0, DIRECT appnexus.com,8826,RESELLER richaudience.com, 5wLa5vAlFn, RESELLER appnexus.com, 8233, RESELLER adagio.io, 1544, RESELLER chocolateplatform.com, 21704, RESELLER rubiconproject.com, 24248, RESELLER, 0bfd66d529a55807 screencore.io, 293, DIRECT adyoulike.com, e5bd7e416fd48b8a82c54e94233e5a1e, DIRECT smilewanted.com, 5230, RESELLER pubmatic.com, 158810, RESELLER, 5d62403b186f2ace rubiconproject.com, 19814, RESELLER, 0bfd66d529a55807 openx.com, 557083110, RESELLER, 6a698e2ec38604c6 adscholars.com, 221557, DIRECT ergadx.com, 5258, DIRECT Pubmatic.com, 160881, RESELLER, 5d62403b186f2ace Pubmatic.com, 162147, RESELLER, 5d62403b186f2ace inmobi.com, a465db258ac44b2abb4e100fa019be3c, RESELLER, 83e75a7ae333ca9d rubiconproject.com, 23102, RESELLER, 0bfd66d529a55807 monetixads.com, mix-pub-6611088393, DIRECT, uufps1dh5stc6euk adform.com, 3266, DIRECT improvedigital.com, 1616, RESELLER themediagrid.com, BIH5U6, RESELLER, 35d5010d7789b49d criteo.com, B-064389, RESELLER, 9fac4a4a87c2a44f openx.com, 541163168, DIRECT, 6a698e2ec38604c6 pubmatic.com, 158349, RESELLER, 5d62403b186f2ace pubmatic.com, 158350, RESELLER, 5d62403b186f2ace pubmatic.com, 155968, RESELLER, 5d62403b186f2ace rubiconproject.com, 11398, RESELLER, 0bfd66d529a55807 adform.com, 2668, RESELLER appnexus.com, 11673, RESELLER, f5ab79cb980f11d1 smartadserver.com, 989, RESELLER, 060d053dcf45cbf3 Media.net, 8CU33YS38, RESELLER vi.ai, g-00f44bb9f57d2bb96162c9eda0981f48c2, DIRECT outbrain.com, 0052a42837b505f8ee68b4559b35c4d4d7, DIRECT openx.com, 540393169, RESELLER, 6a698e2ec38604c6 triplelift.com, 11547, RESELLER, 6c33edb13117fd86 improvedigital.com, 1552, RESELLER contextweb.com, 562709, RESELLER, 89ff185a4c4e857c aps.amazon.com, 3965, RESELLER freewheel.tv, 1220559, RESELLER freewheel.tv, 1133073, RESELLER sovrn.com, 267974, RESELLER, fafdf38b16bf6b2b adform.com, 2611, RESELLER rubiconproject.com, 19668, RESELLER, 0bfd66d529a55807 indexexchange.com, 190856, RESELLER, 50b1c356f2c5c8fc pubmatic.com, 158615, RESELLER, 5d62403b186f2ace appnexus.com, 7597, RESELLER, f5ab79cb980f11d1 smartadserver.com, 3820, RESELLER video.unrulymedia.com, 367782854, RESELLER indexexchange.com, 193091, RESELLER, 50b1c356f2c5c8fc pubmatic.com, 160065, RESELLER, 5d62403b186f2ace improvedigital.com, 1863, RESELLER freewheel.tv, 1220655, RESELLER google.com, pub-5617098146054077, RESELLER, f08c47fec0942fa0 pubmatic.com, 158055, RESELLER, 5d62403b186f2ace xandr.com, 10736, RESELLER rubiconproject.com, 21506, RESELLER, 0bfd66d529a55807 Indexexchange.com, 190500, RESELLER smartadserver.com,2776,RESELLER openx.com, 540362347, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 20086, RESELLER, 0bfd66d529a55807 connectad.io, 508, RESELLER, 85ac85a30c93b3e5 adform.com, 768, RESELLER, 9f5210a2f0999e32 openx.com, 537145117, RESELLER, 6a698e2ec38604c6 lijit.com, 244287, RESELLER, fafdf38b16bf6b2b rtbhouse.com, f2PMUrbTLheS4d67McTq, DIRECT rtbhouse.com, RcZfc1nKUmkHGXLIwZQb, DIRECT appnexus.com, 14416, RESELLER appnexus.com, 14808, RESELLER adform.com, 2904, RESELLER rubiconproject.com, 27026, RESELLER, 0bfd66d529a55807 netaddiction.tech, net-pub-6615266254, DIRECT, uufps1dh5stc6euk rtbhouse.com, e3qznauVqenvza0c5wWJ, RESELLER rtbhouse.com, 36401e736811e8034581, DIRECT rtbhouse.com, Bl90aHDHpnUdxORfqhhI, DIRECT adform.com, 2083, RESELLER adform.com, 3240, RESELLER video.unrulymedia.com, 6111915185540403805, RESELLER rtbhouse.com, qbax0oJZ14CFN7BQIJcp, RESELLER rtbhouse.com, qYjwzKx0LtW8zyxLj0Qn, RESELLER richaudience.com, kBjBHJPcXM, RESELLER pubmatic.com, 156538, RESELLER, 5d62403b186f2ace luponmedia.com, 19956462, DIRECT indexexchange.com, 188165, RESELLER, 50b1c356f2c5c8fc indexexchange.com, 196757, RESELLER, 50b1c356f2c5c8fc adform.com, 1985, DIRECT, 9f5210a2f0999e32 rubiconproject.com, 12398, RESELLER, 0bfd66d529a55807 pubmatic.com, 158697, RESELLER, 5d62403b186f2ace pubmatic.com, 159760, RESELLER, 5d62403b186f2ace onetag.com, 8e4c756bde8b2d3, DIRECT openx.com, 540861995, RESELLER, 6a698e2ec38604c6 openx.com, 558237126, RESELLER, 6a698e2ec38604c6 amxrtb.com, 105199787, DIRECT appnexus.com, 11786, RESELLER sharethrough.com, a6a34444, RESELLER eskimi.com, 2020000676, DIRECT pixad.com.tr, px-pub-5768007635, RESELLER, uufps1dh5stc6euk temedya.com, a9ec2751-1174-4f07-bd9a-84383de7b6b0, DIRECT, 3fa92c7e41b8d605 rubiconproject.com, 24266, RESELLER, 0bfd66d529a55807 admatic.com.tr, adm-pub-2870580877, DIRECT, uufps1dh5stc6euk admatic.de, ade-pub-5212406025, DIRECT, uufps1dh5stc6euk adbro.me, 6cf37d9d-abc2-4b41-b62b-c2e251e1ad3a, DIRECT pubmatic.com, 158849, RESELLER, 5d62403b186f2ace rtbhouse.com, eqt3MD0DmNFukxfZqFm0, DIRECT rtbhouse.com, KicWDRpi0GCWX2lQJcYn, DIRECT rubiconproject.com, 25102, RESELLER, 0bfd66d529a55807 adtarget.biz, adt-pub-5902984795, DIRECT, uufps1dh5stc6euk amxrtb.com, 105199853, DIRECT lijit.com, 260380, RESELLER pubmatic.com, 161527, RESELLER rubiconproject.com, 23844, RESELLER openx.com, 559680764, RESELLER smartadserver.com, 3056, RESELLER admatic.com.tr, adm-pub-185375301865, DIRECT, uufps1dh5stc6euk admatic.de, ade-pub-1353804549, DIRECT, uufps1dh5stc6euk seedtag.com, 8592-8920-01, DIRECT sharethrough.com, AXS5NfBr, DIRECT, d53b998a7bd4ecd2 sovrn.com, 249425, RESELLER sovrn.com, 397546, DIRECT, fafdf38b16bf6b2b triplelift.com, 2792, RESELLER, 6c33edb13117fd86 video.unrulymedia.com, 724823153, RESELLER xandr.com, 4009, DIRECT, f5ab79cb980f11d1 yahoo.com, 57857, RESELLER, e1a5b5b6e3255540 yahoo.com, 58578, DIRECT, e1a5b5b6e3255540 yahoo.com, 59531, RESELLER, e1a5b5b6e3255540 smilewanted.com, 921, RESELLER appnexus.com, 10040, RESELLER onetag.com, 7f5d22b0006ab5a, RESELLER 152media.info, 152M728, RESELLER betweendigital.com, 45128, RESELLER themediagrid.com, ZG1DBN, RESELLER, 35d5010d7789b49d videoheroes.tv, 212648, RESELLER , 064bc410192443d8 openx.com, 540717821, RESELLER, 6a698e2ec38604c6 openx.com, 541163172, RESELLER, 6a698e2ec38604c6 xandr.com, 10736, RESELLER, f5ab79cb980f11d1 indexexchange.com, 190500, RESELLER, 50b1c356f2c5c8fc appnexus.com, 14416, RESELLER, f5ab79cb980f11d1 appnexus.com, 14808, RESELLER, f5ab79cb980f11d1 adform.com, 3240, DIRECT temedya.com, f913a7dd-397e-4361-9e22-b27e036b9fbf, DIRECT, 3fa92c7e41b8d605 admatic.com.tr, adm-pub-3698631073, DIRECT, uufps1dh5stc6euk pubmatic.com, 158849, DIRECT, 5d62403b186f2ace admanmedia.com, 2317, DIRECT inventorypartnerdomain=admanmedia.com pubmatic.com, 165117, RESELLER, 5d62403b186f2ace pubmatic.com, 158481, RESELLER, 5d62403b186f2ace pubmatic.com, 162974, RESELLER, 5d62403b186f2ace rubiconproject.com, 14558, RESELLER, 0bfd66d529a55807 rubiconproject.com, 25386, RESELLER, 0bfd66d529a55807 openx.com, 540866936, RESELLER, 6a698e2ec38604c6 appnexus.com, 15349, RESELLER, f5ab79cb980f11d1 appnexus.com, 12700, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 3948367200, RESELLER sharethrough.com, XeKuhSkz, RESELLER, d53b998a7bd4ecd2 33across.com, 0015a00002egvRSAAY, RESELLER, bbea06d9c4d2853c smartadserver.com, 3713, RESELLER, 060d053dcf45cbf3 zetaglobal.net, 757, RESELLER insticator.com,7184c7ca-645a-4e0f-a78c-6d5822b3449f, RESELLER, b3511ffcafb23a32 adyoulike.com, a2226c27fc2a6773f6a2b365e013513a, RESELLER loopme.com, 11386, RESELLER, 6c8d5f95897a5a3b adform.com, 2671, RESELLER smaato.com, 1100058015, RESELLER, 07bcf65f187117b4 richaudience.com, iKKFhsvJ2v, RESELLER yieldmo.com, 2807970144171533194, RESELLER conversantmedia.com, 100308, RESELLER, 03113cd04947736d themediagrid.com, A8X5S7, RESELLER, 35d5010d7789b49d lijit.com, 417620, RESELLER, fafdf38b16bf6b2b sonobi.com, 7b37f8ccbc, RESELLER, d1a215d9eb5aee9e triplelift.com, 12456, RESELLER, 6c33edb13117fd86 amxrtb.com, 105199820, RESELLER media.net, 8CU58PCO4, RESELLER trustedstack.com, TS5UCV3O4, RESELLER improvedigital.com, 2316, RESELLER video.unrulymedia.com, 586616193, RESELLER vidazoo.com, 6890de45500e26e74de1f6b7, DIRECT, b6ada874b4d7d0b2 rubiconproject.com, 17130, RESELLER, 0bfd66d529a55807 openx.com, 541017750, RESELLER, 6a698e2ec38604c6 pubmatic.com, 159988, RESELLER, 5d62403b186f2ace appnexus.com, 2794, RESELLER, f5ab79cb980f11d1 lijit.com, 222372, RESELLER, fafdf38b16bf6b2b themediagrid.com, 3AW9JB, RESELLER, 35d5010d7789b49d themediagrid.com, 95QZ48, RESELLER, 35d5010d7789b49d video.unrulymedia.com, 2743945877, RESELLER sharethrough.com, S2rESyUH, RESELLER, d53b998a7bd4ecd2 richaudience.com, 3MkIAgQBPw, RESELLER media.net, 8CUN4Y5Y3, RESELLER triplelift.com, 11883, RESELLER, 6c33edb13117fd86 datawrkz.com, 2590, DIRECT inmobi.com, 74510130b7d34af880f3a38049d5f914, RESELLER, 83e75a7ae333ca9d rubiconproject.com, 13732, RESELLER, 0bfd66d529a55807 appnexus.com, 2741, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 642221422, RESELLER pubmatic.com, 164373, RESELLER, 5d62403b186f2ace google.com, pub-8856559311549217, RESELLER, f08c47fec0942fa0 onetag.com, 7762f41ee0fb798, DIRECT vdo.ai, 915813768, RESELLER datacygnal.io, 151427, RESELLER appnexus.com, 8610, RESELLER, f5ab79cb980f11d1 adscholars.com, 221557, RESELLER ergadx.com, 5258, RESELLER insticator.com,7798c5f4-7a1a-433a-9cd1-d73d78980970,DIRECT,b3511ffcafb23a32 sharethrough.com,Q9IzHdvp,DIRECT,d53b998a7bd4ecd2 risecodes.com,6124caed9c7adb0001c028d8,DIRECT triplelift.com,6998,DIRECT,6c33edb13117fd86 pmc.com,1242710,DIRECT,8dd52f825890bb44 pubmatic.com,95054,DIRECT,5d62403b186f2ace smaato.com,1100058355,DIRECT,07bcf65f187117b4 chocolateplatform.com, 21979, RESELLER lijit.com, 550620, RESELLER, fafdf38b16bf6b2b video.unrulymedia.com, 583925374, RESELLER pubmatic.com, 160888, RESELLER, 5d62403b186f2ace smartadserver.com, 4395, RESELLER, 060d053dcf45cbf3 inmobi.com, fe4db13744124582a6a2b18964560ce7, RESELLER, 83e75a7ae333ca9d voisetech.com, 1127, RESELLER, 9009ef0379162448 smartyads.com, 300104, DIRECT, fd2bde0ff2e62c5d eskimi.com, 2020001195, DIRECT appnexus.com,15670,RESELLER rubiconproject.com, 26250, RESELLER, 0bfd66d529a55807 pubmatic.com, 162270, RESELLER, 5d62403b186f2ace video.unrulymedia.com, 498216989, RESELLER lijit.com, 502284, RESELLER, fafdf38b16bf6b2b onetag.com, 8c90176af2e65c8, RESELLER smartadserver.com, 4998, RESELLER adtarget.com.tr, 739050, RESELLER bidinfluence.com, 700073, RESELLER improvedigital.com, 2650, RESELLER appnexus.com, 13099, RESELLER adform.com, 1346, RESELLER, 9f5210a2f0999e32 # RevBid + NoBid nobid.io, 203697, DIRECT zetaglobal.net, 693, DIRECT sharethrough.com, UvcAx8IL, RESELLER, d53b998a7bd4ecd2 video.unrulymedia.com, 347774562, RESELLER sharethrough.com, aRE1degH, RESELLER, d53b998a7bd4ecd2 rubiconproject.com, 18694, RESELLER, 0bfd66d529a55807 amxrtb.com, 105199579, RESELLER lijit.com, 273657, RESELLER, fafdf38b16bf6b2b rubiconproject.com, 24434, RESELLER, 0bfd66d529a55807 xandr.com, 11429, RESELLER, f5ab79cb980f11d1 onetag.com, 694e68b73971b58, RESELLER mediafuse.com, 389, DIRECT pubmatic.com, 159302, RESELLER, 5d62403b186f2ace appnexus.com, 9538, RESELLER, f5ab79cb980f11d1 Media.net, 8CUV34PJ4, RESELLER openx.com, 537100188, RESELLER, 6a698e2ec38604c6 pubmatic.com, 159463, RESELLER, 5d62403b186f2ace rubiconproject.com, 19396, RESELLER, 0bfd66d529a55807 inmobi.com,8f261ace12c3486ba2e0d2011cd97976,RESELLER,83e75a7ae333ca9d pubmatic.com, 162412, RESELLER, 5d62403b186f2ace gumgum.com, 13926, RESELLER, ffdef49475d318a9 33across.com, 0010b00002Mq2FYAAZ, DIRECT, bbea06d9c4d2853c Media.net, 8CU3M1HM4, DIRECT yieldmo.com, 3819255242365542618, DIRECT nativo.com, 6068, DIRECT, 59521ca7cc5e9fee pubmatic.com, 156500, RESELLER, 5d62403b186f2ace # RevBid + OMS onlinemediasolutions.com, 21098, DIRECT, b3868b187e4b6402 rubiconproject.com, 20416, RESELLER, 0bfd66d529a55807 onomagic.com, 210981, DIRECT rubiconproject.com, 24364, RESELLER, 0bfd66d529a55807 getmediamx.com, 1221098, DIRECT lijit.com, 374814, RESELLER, fafdf38b16bf6b2b pubmatic.com, 161332, RESELLER, 5d62403b186f2ace openx.com, 537153209, RESELLER, 6a698e2ec38604c6 video.unrulymedia.com, 6694405583287859332, RESELLER themediagrid.com, IRK975, RESELLER, 35d5010d7789b49d appnexus.com, 11801, RESELLER appnexus.com, 15629, RESELLER, f5ab79cb980f11d1 appnexus.com, 15127, RESELLER onetag.com, 7b561459c997848, RESELLER audienciad.com, 210982, DIRECT loopme.com, 12733, RESELLER, 6c8d5f95897a5a3b Media.net, 8CUB46Z7R, RESELLER onetag.com, 75753f1ebcc343c, RESELLER yieldmo.com, 2757543169808605705, RESELLER adyoulike.com, e9a771d72c076dbe3cafc2c6477f9238, RESELLER amxrtb.com, 105199514, RESELLER aps.amazon.com, 48266a61-b3d9-4cb7-b172-553abc6a42a4, DIRECT smartadserver.com, 4253, RESELLER adform.com, 3251, RESELLER, 9f5210a2f0999e32 sharethrough.com, LxFeZvU4, RESELLER, d53b998a7bd4ecd2 # RevBid + InMobi inmobi.com, 2e2093a37dd344a2984c5251d6ec5740, DIRECT, 83e75a7ae333ca9d rubiconproject.com, 11726, RESELLER, 0bfd66d529a55807 rubiconproject.com, 12266, RESELLER, 0bfd66d529a55807 pubmatic.com, 157097, RESELLER, 5d62403b186f2ace conversantmedia.com, 40881, RESELLER, 03113cd04947736d rubiconproject.com, 16928, RESELLER, 0bfd66d529a55807 smaato.com, 1100053415, RESELLER, 07bcf65f187117b4 blis.com, 33, RESELLER, 61453ae19a4b73f4 loopme.com, 9724, RESELLER, 6c8d5f95897a5a3b lijit.com, 502742, RESELLER, fafdf38b16bf6b2b thebrave.io, 1234568, RESELLER, c25b2154543746ac mintegral.com, 10003, RESELLER zmaticoo.com, 5135082, RESELLER opera.com, pub6871903319744, RESELLER, 55a0c5fd61378de3 admanmedia.com, 2063, RESELLER smartyads.com, 478, RESELLER, fd2bde0ff2e62c5d pubmatic.com, 159035, RESELLER, 5d62403b186f2ace axonix.com, 57716, RESELLER pubmatic.com, 156931, RESELLER, 5d62403b186f2ace Se7en.es, 212430, RESELLER, 064bc410192443d8 eskimi.com, 2020000030, RESELLER video.unrulymedia.com, 188404962, RESELLER zmaticoo.com, 113149, RESELLER contextweb.com, 558638, RESELLER, 89ff185a4c4e857c apester.com, 2212, RESELLER appnexus.com, 14077, RESELLER themediagrid.com, B8N9YH, RESELLER, 35d5010d7789b49d appnexus.com, 15670, RESELLER

1. The Scale of the Crisis: A Story in Numbers

The cybersecurity talent shortage is not just an anecdotal issue; it is a measurable global phenomenon.

ownerdomain=yevli.com managerdomain=revbid.net revbid.net, 7973, DIRECT # RevBid + Adagio adagio.io, 1397, RESELLER rubiconproject.com, 19116, RESELLER, 0bfd66d529a55807 improvedigital.com, 1790, RESELLER onetag.com, 6b859b96c564fbe, RESELLER appnexus.com, 13099, RESELLER, f5ab79cb980f11d1 pubmatic.com, 161593, RESELLER, 5d62403b186f2ace rubiconproject.com, 11006, RESELLER, 0bfd66d529a55807 33across.com, 0015a00002oUk4aAAC, RESELLER, bbea06d9c4d2853c yahoo.com, 57289, RESELLER, e1a5b5b6e3255540 appnexus.com, 10239, RESELLER, f5ab79cb980f11d1 rubiconproject.com, 16414, RESELLER, 0bfd66d529a55807 pubmatic.com, 156423, RESELLER, 5d62403b186f2ace rubiconproject.com, 21642, RESELLER, 0bfd66d529a55807 conversantmedia.com, 100141, RESELLER indexexchange.com, 191973, RESELLER, 50b1c356f2c5c8fc triplelift.com, 12503, RESELLER, 6c33edb13117fd86 e-planning.net, 83c06e81531537f4, RESELLER, c1ba615865ed87b2 pubmatic.com, 156631, RESELLER, 5d62403b186f2ace openx.com, 541031350, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 12186, RESELLER, 0bfd66d529a55807 pubmatic.com, 159110, RESELLER, 5d62403b186f2ace indexexchange.com, 194558, RESELLER smartadserver.com, 3554, RESELLER pubmatic.com, 156439, RESELLER, 5d62403b186f2ace pubmatic.com, 154037, RESELLER, 5d62403b186f2ace rubiconproject.com, 16114, RESELLER, 0bfd66d529a55807 openx.com, 537149888, RESELLER, 6a698e2ec38604c6 appnexus.com, 3703, RESELLER, f5ab79cb980f11d1 loopme.com, 5679, RESELLER, 6c8d5f95897a5a3b video.unrulymedia.com, 2564526802, RESELLER pubnative.net, 1006576, RESELLER, d641df8625486a7b admanmedia.com, 43, RESELLER sharethrough.com, OAW69Fon, RESELLER, d53b998a7bd4ecd2 lijit.com, 367236, RESELLER, fafdf38b16bf6b2b openx.com, 538959099, RESELLER, 6a698e2ec38604c6 pubmatic.com, 137711, RESELLER, 5d62403b186f2ace pubmatic.com, 156212, RESELLER, 5d62403b186f2ace rubiconproject.com, 17960, RESELLER, 0bfd66d529a55807 freewheel.tv, 1568036, RESELLER freewheel.tv, 1568041, RESELLER openx.com, 558899373, RESELLER, 6a698e2ec38604c6 video.unrulymedia.com, 5672421953199218469, RESELLER adform.com, 2865, RESELLER appnexus.com, 12290, RESELLER, f5ab79cb980f11d1 appnexus.com, 9393, RESELLER, f5ab79cb980f11d1 indexexchange.com, 191503, RESELLER, 50b1c356f2c5c8fc openx.com, 559680764, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 23844, RESELLER, 0bfd66d529a55807 smartadserver.com, 3056, RESELLER, 060d053dcf45cbf3 yahoo.com, 49648, RESELLER pubmatic.com, 161527, RESELLER, 5d62403b186f2ace pubmatic.com, 158355, RESELLER, 5d62403b186f2ace lijit.com, 260380, RESELLER, fafdf38b16bf6b2b sovrn.com, 260380, RESELLER, fafdf38b16bf6b2b appnexus.com, 11924, RESELLER, f5ab79cb980f11d1 amxrtb.com, 105199747, DIRECT advertising.com, 28305, RESELLER appnexus.com, 11786, RESELLER, f5ab79cb980f11d1 connectad.io, 1397, RESELLER rubiconproject.com, 26800, RESELLER, 0bfd66d529a55807 admanmedia.com, 2216, RESELLER connectad.io, 456, RESELLER, 85ac85a30c93b3e5 # RevBid + AdYouLike adyoulike.com, 4db16f63a44a8089eb24922002e88ad0, DIRECT appnexus.com, 7664, RESELLER, f5ab79cb980f11d1 pubmatic.com, 160925, RESELLER, 5d62403b186f2ace rubiconproject.com, 20736, RESELLER, 0bfd66d529a55807 adform.com, 3296, RESELLER, 9f5210a2f0999e32 richaudience.com, JAHJ4YZq4O, RESELLER lijit.com, 408376, RESELLER, fafdf38b16bf6b2b Media.net, 8CU1G827Y, RESELLER smilewanted.com, 1494, RESELLER onetag.com, 7a07370227fc000, RESELLER risecodes.com, 64c7a4acd6298f0001a7d867, RESELLER nativo.com, 5848, RESELLER, 59521ca7cc5e9fee nobid.io, 50603, RESELLER adipolosolutions.com, 23015084430, RESELLER smartadserver.com, 4144, RESELLER copper6.com, 766102, RESELLER video.unrulymedia.com, 297618916, RESELLER 33across.com, 0010b00002Xbn7QAAR, RESELLER, bbea06d9c4d2853c thebrave.io, 1234679, RESELLER, c25b2154543746ac indexexchange.com, 190532, RESELLER, 50b1c356f2c5c8fc triplelift.com, 10504, RESELLER, 6c33edb13117fd86 sharethrough.com, UN5mGpO8, RESELLER, d53b998a7bd4ecd2 amxrtb.com, 105199830, RESELLER loopme.com, 11362, RESELLER, 6c8d5f95897a5a3b openx.com, 539466082, RESELLER, 6a698e2ec38604c6 trustedstack.com, TSNC78R17, RESELLER gamoshi.io, 267-b6098, RESELLER, 20e30b2ae1f670f2 videoheroes.tv, 212690, RESELLER, 064bc410192443d8 yieldmo.com, 3482865003332051270, RESELLER video.unrulymedia.com, 639501697, RESELLER strongmetrics.io, 219562, RESELLER vistarsagency.com, cqqccatc23j9v5bv3fv0, RESELLER, 8db795910158017c screencore.io, 276, RESELLER eskimi.com, 2020000792, RESELLER advertising.com, 82643, RESELLER conversantmedia.com, 100292, RESELLER, 03113cd04947736d # RevBid + Sovrn lijit.com, 474880, DIRECT, fafdf38b16bf6b2b lijit.com, 474880-eb, DIRECT, fafdf38b16bf6b2b appnexus.com, 1019, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 2444764291, RESELLER contextweb.com, 558511, RESELLER krushmedia.com, AJxF6R572a9M6CaTvK, RESELLER # RevBid + ImproveDigital improvedigital.com, 2408, RESELLER # RevBid + AdLiveTech adlive.io, 19969, RESELLER themediagrid.com, LVXCEA, DIRECT, 35d5010d7789b49d themediagrid.com, IZLGFV, DIRECT, 35d5010d7789b49d pubmatic.com, 162999, RESELLER, 5d62403b186f2ace rubiconproject.com, 18680, DIRECT, 0bfd66d529a55807 improvedigital.com, 1159, RESELLER # RevBid + Setupad setupad.com, 2424, DIRECT rubiconproject.com, 21118, RESELLER, 0bfd66d529a55807 adform.com, 1484, RESELLER pubmatic.com, 156191, RESELLER, 5d62403b186f2ace smartadserver.com, 3527, RESELLER, 060d053dcf45cbf3 lijit.com, 252889, RESELLER, fafdf38b16bf6b2b openx.com, 540890784, RESELLER, 6a698e2ec38604c6 indexexchange.com, 191541, RESELLER 152media.com, 152, RESELLER adtelligent.com, 534151, RESELLER triplelift.com, 12405, RESELLER, 6c33edb13117fd86 nextmillennium.io, 16454, RESELLER, 65bd090fa4a1e3d6 connectad.io, 416, RESELLER, 85ac85a30c93b3e5 Media.net, 8CU2I176C, RESELLER risecodes.com, 649047cf01889e0001cb85f1, RESELLER 33across.com, 0010b00002bTS1QAAW, RESELLER, bbea06d9c4d2853c onetag.com, 753951255855558, RESELLER #RevBid + Onetag onetag.com, 818fac267e2a1b4, DIRECT onetag.com, 818fac267e2a1b4-OB, DIRECT freewheel.tv, 20393, RESELLER freewheel.tv, 24377, RESELLER # RevBid + AdTarget admatic.com.tr, adm-pub-2977111241, DIRECT, uufps1dh5stc6euk adform.com, 2968, DIRECT, 9f5210a2f0999e32 rubiconproject.com, 25100, DIRECT, 0bfd66d529a55807 criteo.com, B-070303, DIRECT, 9fac4a4a87c2a44f themediagrid.com, DNWTUA, DIRECT, 35d5010d7789b49d adtarget.com.tr, 767666, DIRECT pubmatic.com, 159078, DIRECT, 5d62403b186f2ace adform.com, 2600, DIRECT stroeer.com, 17938, DIRECT # RevBid + E-Planning e-planning.net, f0e8f6477570117b, RESELLER, c1ba615865ed87b2 disqus.com, 891, DIRECT zeta.com, 891, DIRECT zetaglobal.net, 891, DIRECT sharethrough.com, 23830661, DIRECT, d53b998a7bd4ecd2 triplelift.com, 8446, DIRECT, 6c33edb13117fd86 onetag.com, 5927d926323dc2c, DIRECT nextmillennium.io, 16425, DIRECT, 65bd090fa4a1e3d6 mgid.com, 833178, DIRECT, d4c29acad76ce94f loopme.com, 12858, RESELLER, 6c8d5f95897a5a3b krushmedia.com, AJxF6R489a9M6CaTvK, DIRECT sonobi.com, b812bd55d6, RESELLER, d1a215d9eb5aee9e conversantmedia.com, 41784, RESELLER, 03113cd04947736d Media.net, 8CUT87EOU, DIRECT conversantmedia.com, 41784, DIRECT, 03113cd04947736d 33across.com, 0010b00002ZoRYhAAN, DIRECT, bbea06d9c4d2853c richaudience.com, 9komJKwMhZ, RESELLER google.com, pub-3872674820285626, RESELLER, f08c47fec0942fa0 xapads.com, 162365, RESELLER rtbdemand.com, 23064554446, RESELLER admixer.net, 0cc7386a-d5a3-4b90-aeeb-3e67f8fe, DIRECT video.unrulymedia.com, 827123801, DIRECT pubmatic.com, 160846, RESELLER, 5d62403b186f2ace inmobi.com, 61d733c3779d43e590c51c8bc078e10c, RESELLER, 83e75a7ae333ca9d lijit.com, 380632, RESELLER, fafdf38b16bf6b2b mgid.com, 885240, DIRECT, d4c29acad76ce94f adform.com, 1762, RESELLER video.unrulymedia.com, 827123801, RESELLER video.unrulymedia.com, 2736329702851200000, RESELLER inmobi.com, 9b300ff061ff4501abcdd864e6c1cceb, RESELLER, 83e75a7ae333ca9d sharethrough.com, KGPeiFc6, RESELLER, d53b998a7bd4ecd2 openx.com, 559911747, RESELLER, 6a698e2ec38604c6 pubmatic.com, 164187, RESELLER, 5d62403b186f2ace rubiconproject.com, 26144, RESELLER, 0bfd66d529a55807 trustedstack.com, TSL72ADG4, DIRECT risecodes.com, 673da70c91e2fd000109c6f6, RESELLER crystall.io, 294862, DIRECT lijit.com, 512561, RESELLER, fafdf38b16bf6b2b adyoulike.com, cea2adf686c5179d6d96c9b0bbac777e, RESELLER adyoulike.com, 814ad5a7eb7601cc991ae83a976195b9, RESELLER xandr.com, 13117, RESELLER admatic.de, ade-pub-6537379909, DIRECT, uufps1dh5stc6euk amxrtb.com, 105199734, RESELLER yieldmo.com, 3377199372461613093, RESELLER onetag.com, 87f58fe90234d0e, RESELLER smartadserver.com, 5302, RESELLER, 060d053dcf45cbf3 aceex.io, 2108, DIRECT, b1cf3c874d5c6682 video.unrulymedia.com, 799061815, RESELLER eskimi.com, 2020000186, RESELLER conversantmedia.com, 100066, DIRECT, 03113cd04947736d appnexus.com, 15941, RESELLER, f5ab79cb980f11d1 nglcollective.com, 475, DIRECT kargo.com, 8800, DIRECT tremorhub.com, 51vtw, RESELLER, 1a4e959a1b50034a telaria.com, 51vtw, RESELLER, 1a4e959a1b50034a pubmatic.com, 159933, DIRECT, 5d62403b186f2ace springserve.com, 1247, RESELLER, a24eb641fc82e93d telaria.com, 2auap-ich32, RESELLER, 1a4e959a1b50034a telaria.com, 2auap-45web, RESELLER, 1a4e959a1b50034a richaudience.com, 25BiP9IMgN, DIRECT pubmatic.com, 163389, RESELLER, 5d62403b186f2ace telaria.com, 2auap-zihku, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-ich32, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-45web, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-zihku, RESELLER, 1a4e959a1b50034a adagio.io, 1417, DIRECT # RevBid + Kueez kueez.com, 023bba2412042299d0702b15b00e4c69, DIRECT appnexus.com, 8826, RESELLER, f5ab79cb980f11d1 rubiconproject.com, 16920, RESELLER openx.com, 557564833, RESELLER lijit.com, 407406, RESELLER media.net, 8cu4jtrf9, RESELLER pubmatic.com, 162110, RESELLER sharethrough.com, n98xdzel, RESELLER 33across.com, 0010b00002odu4haax, RESELLER yieldmo.com, 3133660606033240149, RESELLER onetag.com, 6e053d779444c00, RESELLER video.unrulymedia.com, 3486482593, RESELLER sonobi.com, 4c4fba1717, RESELLER smartadserver.com, 4288, RESELLER zetaglobal.com, 108, RESELLER improvedigital.com, 2106, RESELLER loopme.com, 11576, RESELLER themediagrid.com, uot45z, RESELLER tagoras.io, 78f0cb3041f91df7f6eeea7c7178fffc, RESELLER appnexus.com, 15623, reseller, f5ab79cb980f11d1 # RevBid + AMXR admixer.net, 5ec6caad-1374-4898-b09d-06f75d78bcc0, DIRECT admixer.net, 5ec6caad-1374-4898-b09d-06f75d78bcc0, RESELLER loopme.com, 11488, RESELLER, 6c8d5f95897a5a3b e-planning.net,ec771b05828a67fa,RESELLER,c1ba615865ed87b2 video.unrulymedia.com, 851532539, RESELLER admanmedia.com, 1074, RESELLER rubiconproject.com, 15268, RESELLER, 0bfd66d529a55807 pubmatic.com, 159277, RESELLER pubmatic.com, 81564, RESELLER, 5d62403b186f2ace rubiconproject.com, 13510, RESELLER mgid.com, 885240, RESELLER, d4c29acad76ce94f smartadserver.com, 3627, RESELLER, 060d053dcf45cbf3 adsinteractive.com,39993,RESELLER adform.com,961,RESELLER pubmatic.com,158937,RESELLER,5d62403b186f2ace openx.com,541146395,RESELLER,6a698e2ec38604c6 appnexus.com, 17553, RESELLER, f5ab79cb980f11d1 risecodes.com, 682ede1cb5100100018d47ff, RESELLER admanmedia.com, 2320, RESELLER voisetech.com, 1248, RESELLER, 9009ef0379162448 pubmatic.com, 165116, RESELLER, 5d62403b186f2ace video.unrulymedia.com, 436487936, RESELLER rubiconproject.com, 25692, RESELLER, 0bfd66d529a55807 rubiconproject.com, 25692, DIRECT, 0bfd66d529a55807 exchange.loyal.app, AJxF6R45a9M6CaTvK, RESELLER # RevBid + ReVantage revantage.io, 1, DIRECT rubiconproject.com,16920,RESELLER,0bfd66d529a55807 openx.com, 557564833, RESELLER, 6a698e2ec38604c6 lijit.com,407406,RESELLER,fafdf38b16bf6b2b pubmatic.com,162110,RESELLER,5d62403b186f2ace sharethrough.com,n98xdzel,RESELLER,d53b998a7bd4ecd2 33across.com, 0010b00002ODU4HAAX,RESELLER, bbea06d9c4d2853c sonobi.com,4c4fba1717,RESELLER,d1a215d9eb5aee9e smartadserver.com,4288,RESELLER,060d053dcf45cbf3 adform.com,2926,RESELLER,9f5210a2f0999e32 start.io, 185522363, RESELLER loopme.com,11576,RESELLER,6c8d5f95897a5a3b themediagrid.com,uot45z,RESELLER,35d5010d7789b49d trustedstack.com, TSIO6G4I5, RESELLER themediagrid.com, 7H3QAS, RESELLER, 35d5010d7789b49d smaato.com, 1100059464, RESELLER, 07bcf65f187117b4 smaato.com, 1100004890, RESELLER, 07bcf65f187117b4 intenze.co , 200184, DIRECT imds.tv, 82624, RESELLER, ae6c32151e71f19d 152media.info,152M968,RESELLER amxrtb.com, 105199329, RESELLER kueez.com,00f14b9c9ba786f50ea561b30cc33bb0, DIRECT appnexus.com,8826,RESELLER richaudience.com, 5wLa5vAlFn, RESELLER appnexus.com, 8233, RESELLER adagio.io, 1544, RESELLER chocolateplatform.com, 21704, RESELLER rubiconproject.com, 24248, RESELLER, 0bfd66d529a55807 screencore.io, 293, DIRECT adyoulike.com, e5bd7e416fd48b8a82c54e94233e5a1e, DIRECT smilewanted.com, 5230, RESELLER pubmatic.com, 158810, RESELLER, 5d62403b186f2ace rubiconproject.com, 19814, RESELLER, 0bfd66d529a55807 openx.com, 557083110, RESELLER, 6a698e2ec38604c6 adscholars.com, 221557, DIRECT ergadx.com, 5258, DIRECT Pubmatic.com, 160881, RESELLER, 5d62403b186f2ace Pubmatic.com, 162147, RESELLER, 5d62403b186f2ace inmobi.com, a465db258ac44b2abb4e100fa019be3c, RESELLER, 83e75a7ae333ca9d rubiconproject.com, 23102, RESELLER, 0bfd66d529a55807 monetixads.com, mix-pub-6611088393, DIRECT, uufps1dh5stc6euk adform.com, 3266, DIRECT improvedigital.com, 1616, RESELLER themediagrid.com, BIH5U6, RESELLER, 35d5010d7789b49d criteo.com, B-064389, RESELLER, 9fac4a4a87c2a44f openx.com, 541163168, DIRECT, 6a698e2ec38604c6 pubmatic.com, 158349, RESELLER, 5d62403b186f2ace pubmatic.com, 158350, RESELLER, 5d62403b186f2ace pubmatic.com, 155968, RESELLER, 5d62403b186f2ace rubiconproject.com, 11398, RESELLER, 0bfd66d529a55807 adform.com, 2668, RESELLER appnexus.com, 11673, RESELLER, f5ab79cb980f11d1 smartadserver.com, 989, RESELLER, 060d053dcf45cbf3 Media.net, 8CU33YS38, RESELLER vi.ai, g-00f44bb9f57d2bb96162c9eda0981f48c2, DIRECT outbrain.com, 0052a42837b505f8ee68b4559b35c4d4d7, DIRECT openx.com, 540393169, RESELLER, 6a698e2ec38604c6 triplelift.com, 11547, RESELLER, 6c33edb13117fd86 improvedigital.com, 1552, RESELLER contextweb.com, 562709, RESELLER, 89ff185a4c4e857c aps.amazon.com, 3965, RESELLER freewheel.tv, 1220559, RESELLER freewheel.tv, 1133073, RESELLER sovrn.com, 267974, RESELLER, fafdf38b16bf6b2b adform.com, 2611, RESELLER rubiconproject.com, 19668, RESELLER, 0bfd66d529a55807 indexexchange.com, 190856, RESELLER, 50b1c356f2c5c8fc pubmatic.com, 158615, RESELLER, 5d62403b186f2ace appnexus.com, 7597, RESELLER, f5ab79cb980f11d1 smartadserver.com, 3820, RESELLER video.unrulymedia.com, 367782854, RESELLER indexexchange.com, 193091, RESELLER, 50b1c356f2c5c8fc pubmatic.com, 160065, RESELLER, 5d62403b186f2ace improvedigital.com, 1863, RESELLER freewheel.tv, 1220655, RESELLER google.com, pub-5617098146054077, RESELLER, f08c47fec0942fa0 pubmatic.com, 158055, RESELLER, 5d62403b186f2ace xandr.com, 10736, RESELLER rubiconproject.com, 21506, RESELLER, 0bfd66d529a55807 Indexexchange.com, 190500, RESELLER smartadserver.com,2776,RESELLER openx.com, 540362347, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 20086, RESELLER, 0bfd66d529a55807 connectad.io, 508, RESELLER, 85ac85a30c93b3e5 adform.com, 768, RESELLER, 9f5210a2f0999e32 openx.com, 537145117, RESELLER, 6a698e2ec38604c6 lijit.com, 244287, RESELLER, fafdf38b16bf6b2b rtbhouse.com, f2PMUrbTLheS4d67McTq, DIRECT rtbhouse.com, RcZfc1nKUmkHGXLIwZQb, DIRECT appnexus.com, 14416, RESELLER appnexus.com, 14808, RESELLER adform.com, 2904, RESELLER rubiconproject.com, 27026, RESELLER, 0bfd66d529a55807 netaddiction.tech, net-pub-6615266254, DIRECT, uufps1dh5stc6euk rtbhouse.com, e3qznauVqenvza0c5wWJ, RESELLER rtbhouse.com, 36401e736811e8034581, DIRECT rtbhouse.com, Bl90aHDHpnUdxORfqhhI, DIRECT adform.com, 2083, RESELLER adform.com, 3240, RESELLER video.unrulymedia.com, 6111915185540403805, RESELLER rtbhouse.com, qbax0oJZ14CFN7BQIJcp, RESELLER rtbhouse.com, qYjwzKx0LtW8zyxLj0Qn, RESELLER richaudience.com, kBjBHJPcXM, RESELLER pubmatic.com, 156538, RESELLER, 5d62403b186f2ace luponmedia.com, 19956462, DIRECT indexexchange.com, 188165, RESELLER, 50b1c356f2c5c8fc indexexchange.com, 196757, RESELLER, 50b1c356f2c5c8fc adform.com, 1985, DIRECT, 9f5210a2f0999e32 rubiconproject.com, 12398, RESELLER, 0bfd66d529a55807 pubmatic.com, 158697, RESELLER, 5d62403b186f2ace pubmatic.com, 159760, RESELLER, 5d62403b186f2ace onetag.com, 8e4c756bde8b2d3, DIRECT openx.com, 540861995, RESELLER, 6a698e2ec38604c6 openx.com, 558237126, RESELLER, 6a698e2ec38604c6 amxrtb.com, 105199787, DIRECT appnexus.com, 11786, RESELLER sharethrough.com, a6a34444, RESELLER eskimi.com, 2020000676, DIRECT pixad.com.tr, px-pub-5768007635, RESELLER, uufps1dh5stc6euk temedya.com, a9ec2751-1174-4f07-bd9a-84383de7b6b0, DIRECT, 3fa92c7e41b8d605 rubiconproject.com, 24266, RESELLER, 0bfd66d529a55807 admatic.com.tr, adm-pub-2870580877, DIRECT, uufps1dh5stc6euk admatic.de, ade-pub-5212406025, DIRECT, uufps1dh5stc6euk adbro.me, 6cf37d9d-abc2-4b41-b62b-c2e251e1ad3a, DIRECT pubmatic.com, 158849, RESELLER, 5d62403b186f2ace rtbhouse.com, eqt3MD0DmNFukxfZqFm0, DIRECT rtbhouse.com, KicWDRpi0GCWX2lQJcYn, DIRECT rubiconproject.com, 25102, RESELLER, 0bfd66d529a55807 adtarget.biz, adt-pub-5902984795, DIRECT, uufps1dh5stc6euk amxrtb.com, 105199853, DIRECT lijit.com, 260380, RESELLER pubmatic.com, 161527, RESELLER rubiconproject.com, 23844, RESELLER openx.com, 559680764, RESELLER smartadserver.com, 3056, RESELLER admatic.com.tr, adm-pub-185375301865, DIRECT, uufps1dh5stc6euk admatic.de, ade-pub-1353804549, DIRECT, uufps1dh5stc6euk seedtag.com, 8592-8920-01, DIRECT sharethrough.com, AXS5NfBr, DIRECT, d53b998a7bd4ecd2 sovrn.com, 249425, RESELLER sovrn.com, 397546, DIRECT, fafdf38b16bf6b2b triplelift.com, 2792, RESELLER, 6c33edb13117fd86 video.unrulymedia.com, 724823153, RESELLER xandr.com, 4009, DIRECT, f5ab79cb980f11d1 yahoo.com, 57857, RESELLER, e1a5b5b6e3255540 yahoo.com, 58578, DIRECT, e1a5b5b6e3255540 yahoo.com, 59531, RESELLER, e1a5b5b6e3255540 smilewanted.com, 921, RESELLER appnexus.com, 10040, RESELLER onetag.com, 7f5d22b0006ab5a, RESELLER 152media.info, 152M728, RESELLER betweendigital.com, 45128, RESELLER themediagrid.com, ZG1DBN, RESELLER, 35d5010d7789b49d videoheroes.tv, 212648, RESELLER , 064bc410192443d8 openx.com, 540717821, RESELLER, 6a698e2ec38604c6 openx.com, 541163172, RESELLER, 6a698e2ec38604c6 xandr.com, 10736, RESELLER, f5ab79cb980f11d1 indexexchange.com, 190500, RESELLER, 50b1c356f2c5c8fc appnexus.com, 14416, RESELLER, f5ab79cb980f11d1 appnexus.com, 14808, RESELLER, f5ab79cb980f11d1 adform.com, 3240, DIRECT temedya.com, f913a7dd-397e-4361-9e22-b27e036b9fbf, DIRECT, 3fa92c7e41b8d605 admatic.com.tr, adm-pub-3698631073, DIRECT, uufps1dh5stc6euk pubmatic.com, 158849, DIRECT, 5d62403b186f2ace admanmedia.com, 2317, DIRECT inventorypartnerdomain=admanmedia.com pubmatic.com, 165117, RESELLER, 5d62403b186f2ace pubmatic.com, 158481, RESELLER, 5d62403b186f2ace pubmatic.com, 162974, RESELLER, 5d62403b186f2ace rubiconproject.com, 14558, RESELLER, 0bfd66d529a55807 rubiconproject.com, 25386, RESELLER, 0bfd66d529a55807 openx.com, 540866936, RESELLER, 6a698e2ec38604c6 appnexus.com, 15349, RESELLER, f5ab79cb980f11d1 appnexus.com, 12700, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 3948367200, RESELLER sharethrough.com, XeKuhSkz, RESELLER, d53b998a7bd4ecd2 33across.com, 0015a00002egvRSAAY, RESELLER, bbea06d9c4d2853c smartadserver.com, 3713, RESELLER, 060d053dcf45cbf3 zetaglobal.net, 757, RESELLER insticator.com,7184c7ca-645a-4e0f-a78c-6d5822b3449f, RESELLER, b3511ffcafb23a32 adyoulike.com, a2226c27fc2a6773f6a2b365e013513a, RESELLER loopme.com, 11386, RESELLER, 6c8d5f95897a5a3b adform.com, 2671, RESELLER smaato.com, 1100058015, RESELLER, 07bcf65f187117b4 richaudience.com, iKKFhsvJ2v, RESELLER yieldmo.com, 2807970144171533194, RESELLER conversantmedia.com, 100308, RESELLER, 03113cd04947736d themediagrid.com, A8X5S7, RESELLER, 35d5010d7789b49d lijit.com, 417620, RESELLER, fafdf38b16bf6b2b sonobi.com, 7b37f8ccbc, RESELLER, d1a215d9eb5aee9e triplelift.com, 12456, RESELLER, 6c33edb13117fd86 amxrtb.com, 105199820, RESELLER media.net, 8CU58PCO4, RESELLER trustedstack.com, TS5UCV3O4, RESELLER improvedigital.com, 2316, RESELLER video.unrulymedia.com, 586616193, RESELLER vidazoo.com, 6890de45500e26e74de1f6b7, DIRECT, b6ada874b4d7d0b2 rubiconproject.com, 17130, RESELLER, 0bfd66d529a55807 openx.com, 541017750, RESELLER, 6a698e2ec38604c6 pubmatic.com, 159988, RESELLER, 5d62403b186f2ace appnexus.com, 2794, RESELLER, f5ab79cb980f11d1 lijit.com, 222372, RESELLER, fafdf38b16bf6b2b themediagrid.com, 3AW9JB, RESELLER, 35d5010d7789b49d themediagrid.com, 95QZ48, RESELLER, 35d5010d7789b49d video.unrulymedia.com, 2743945877, RESELLER sharethrough.com, S2rESyUH, RESELLER, d53b998a7bd4ecd2 richaudience.com, 3MkIAgQBPw, RESELLER media.net, 8CUN4Y5Y3, RESELLER triplelift.com, 11883, RESELLER, 6c33edb13117fd86 datawrkz.com, 2590, DIRECT inmobi.com, 74510130b7d34af880f3a38049d5f914, RESELLER, 83e75a7ae333ca9d rubiconproject.com, 13732, RESELLER, 0bfd66d529a55807 appnexus.com, 2741, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 642221422, RESELLER pubmatic.com, 164373, RESELLER, 5d62403b186f2ace google.com, pub-8856559311549217, RESELLER, f08c47fec0942fa0 onetag.com, 7762f41ee0fb798, DIRECT vdo.ai, 915813768, RESELLER datacygnal.io, 151427, RESELLER appnexus.com, 8610, RESELLER, f5ab79cb980f11d1 adscholars.com, 221557, RESELLER ergadx.com, 5258, RESELLER insticator.com,7798c5f4-7a1a-433a-9cd1-d73d78980970,DIRECT,b3511ffcafb23a32 sharethrough.com,Q9IzHdvp,DIRECT,d53b998a7bd4ecd2 risecodes.com,6124caed9c7adb0001c028d8,DIRECT triplelift.com,6998,DIRECT,6c33edb13117fd86 pmc.com,1242710,DIRECT,8dd52f825890bb44 pubmatic.com,95054,DIRECT,5d62403b186f2ace smaato.com,1100058355,DIRECT,07bcf65f187117b4 chocolateplatform.com, 21979, RESELLER lijit.com, 550620, RESELLER, fafdf38b16bf6b2b video.unrulymedia.com, 583925374, RESELLER pubmatic.com, 160888, RESELLER, 5d62403b186f2ace smartadserver.com, 4395, RESELLER, 060d053dcf45cbf3 inmobi.com, fe4db13744124582a6a2b18964560ce7, RESELLER, 83e75a7ae333ca9d voisetech.com, 1127, RESELLER, 9009ef0379162448 smartyads.com, 300104, DIRECT, fd2bde0ff2e62c5d eskimi.com, 2020001195, DIRECT appnexus.com,15670,RESELLER rubiconproject.com, 26250, RESELLER, 0bfd66d529a55807 pubmatic.com, 162270, RESELLER, 5d62403b186f2ace video.unrulymedia.com, 498216989, RESELLER lijit.com, 502284, RESELLER, fafdf38b16bf6b2b onetag.com, 8c90176af2e65c8, RESELLER smartadserver.com, 4998, RESELLER adtarget.com.tr, 739050, RESELLER bidinfluence.com, 700073, RESELLER improvedigital.com, 2650, RESELLER appnexus.com, 13099, RESELLER adform.com, 1346, RESELLER, 9f5210a2f0999e32 # RevBid + NoBid nobid.io, 203697, DIRECT zetaglobal.net, 693, DIRECT sharethrough.com, UvcAx8IL, RESELLER, d53b998a7bd4ecd2 video.unrulymedia.com, 347774562, RESELLER sharethrough.com, aRE1degH, RESELLER, d53b998a7bd4ecd2 rubiconproject.com, 18694, RESELLER, 0bfd66d529a55807 amxrtb.com, 105199579, RESELLER lijit.com, 273657, RESELLER, fafdf38b16bf6b2b rubiconproject.com, 24434, RESELLER, 0bfd66d529a55807 xandr.com, 11429, RESELLER, f5ab79cb980f11d1 onetag.com, 694e68b73971b58, RESELLER mediafuse.com, 389, DIRECT pubmatic.com, 159302, RESELLER, 5d62403b186f2ace appnexus.com, 9538, RESELLER, f5ab79cb980f11d1 Media.net, 8CUV34PJ4, RESELLER openx.com, 537100188, RESELLER, 6a698e2ec38604c6 pubmatic.com, 159463, RESELLER, 5d62403b186f2ace rubiconproject.com, 19396, RESELLER, 0bfd66d529a55807 inmobi.com,8f261ace12c3486ba2e0d2011cd97976,RESELLER,83e75a7ae333ca9d pubmatic.com, 162412, RESELLER, 5d62403b186f2ace gumgum.com, 13926, RESELLER, ffdef49475d318a9 33across.com, 0010b00002Mq2FYAAZ, DIRECT, bbea06d9c4d2853c Media.net, 8CU3M1HM4, DIRECT yieldmo.com, 3819255242365542618, DIRECT nativo.com, 6068, DIRECT, 59521ca7cc5e9fee pubmatic.com, 156500, RESELLER, 5d62403b186f2ace # RevBid + OMS onlinemediasolutions.com, 21098, DIRECT, b3868b187e4b6402 rubiconproject.com, 20416, RESELLER, 0bfd66d529a55807 onomagic.com, 210981, DIRECT rubiconproject.com, 24364, RESELLER, 0bfd66d529a55807 getmediamx.com, 1221098, DIRECT lijit.com, 374814, RESELLER, fafdf38b16bf6b2b pubmatic.com, 161332, RESELLER, 5d62403b186f2ace openx.com, 537153209, RESELLER, 6a698e2ec38604c6 video.unrulymedia.com, 6694405583287859332, RESELLER themediagrid.com, IRK975, RESELLER, 35d5010d7789b49d appnexus.com, 11801, RESELLER appnexus.com, 15629, RESELLER, f5ab79cb980f11d1 appnexus.com, 15127, RESELLER onetag.com, 7b561459c997848, RESELLER audienciad.com, 210982, DIRECT loopme.com, 12733, RESELLER, 6c8d5f95897a5a3b Media.net, 8CUB46Z7R, RESELLER onetag.com, 75753f1ebcc343c, RESELLER yieldmo.com, 2757543169808605705, RESELLER adyoulike.com, e9a771d72c076dbe3cafc2c6477f9238, RESELLER amxrtb.com, 105199514, RESELLER aps.amazon.com, 48266a61-b3d9-4cb7-b172-553abc6a42a4, DIRECT smartadserver.com, 4253, RESELLER adform.com, 3251, RESELLER, 9f5210a2f0999e32 sharethrough.com, LxFeZvU4, RESELLER, d53b998a7bd4ecd2 # RevBid + InMobi inmobi.com, 2e2093a37dd344a2984c5251d6ec5740, DIRECT, 83e75a7ae333ca9d rubiconproject.com, 11726, RESELLER, 0bfd66d529a55807 rubiconproject.com, 12266, RESELLER, 0bfd66d529a55807 pubmatic.com, 157097, RESELLER, 5d62403b186f2ace conversantmedia.com, 40881, RESELLER, 03113cd04947736d rubiconproject.com, 16928, RESELLER, 0bfd66d529a55807 smaato.com, 1100053415, RESELLER, 07bcf65f187117b4 blis.com, 33, RESELLER, 61453ae19a4b73f4 loopme.com, 9724, RESELLER, 6c8d5f95897a5a3b lijit.com, 502742, RESELLER, fafdf38b16bf6b2b thebrave.io, 1234568, RESELLER, c25b2154543746ac mintegral.com, 10003, RESELLER zmaticoo.com, 5135082, RESELLER opera.com, pub6871903319744, RESELLER, 55a0c5fd61378de3 admanmedia.com, 2063, RESELLER smartyads.com, 478, RESELLER, fd2bde0ff2e62c5d pubmatic.com, 159035, RESELLER, 5d62403b186f2ace axonix.com, 57716, RESELLER pubmatic.com, 156931, RESELLER, 5d62403b186f2ace Se7en.es, 212430, RESELLER, 064bc410192443d8 eskimi.com, 2020000030, RESELLER video.unrulymedia.com, 188404962, RESELLER zmaticoo.com, 113149, RESELLER contextweb.com, 558638, RESELLER, 89ff185a4c4e857c apester.com, 2212, RESELLER appnexus.com, 14077, RESELLER themediagrid.com, B8N9YH, RESELLER, 35d5010d7789b49d appnexus.com, 15670, RESELLER
  • The Global Gap: The 4-million-person gap represents the difference between the number of cybersecurity jobs that organizations need to fill and the number of qualified individuals available to fill them.
  • Overwhelming Workloads: For the professionals who are in the field, this shortage translates into overwhelming workloads, high rates of burnout, and an inability to keep up with the relentless pace of modern threats.
  • Unfilled Positions: Critical security roles—such as security analysts, cloud security engineers, and penetration testers—can remain open for months, leaving dangerous gaps in a company’s defenses during that time.

2. The Root Causes of the Shortage

This critical shortage is the result of a perfect storm of factors that have converged over the past decade.

  • The Exploding Demand: The primary driver is the exponential growth of the digital world. The mass migration to cloud computing, the rise of remote work, and the proliferation of the Internet of Things (IoT) have dramatically expanded the “attack surface” that needs to be defended, creating a surge in demand for security professionals.
  • The Rapidly Evolving Threat Landscape: Cybersecurity is not a static field. The rise of sophisticated threats like AI-powered attacks and state-sponsored espionage requires a new generation of defenders with highly specialized and constantly evolving skills. The pace of change is so fast that traditional university programs often struggle to keep up.
  • A Lack of Clear Career Pathways: For many years, cybersecurity was not seen as a distinct profession. There was no clear, defined path for a young person to enter the field. While this is changing, the pipeline of new talent is still not sufficient to meet the demand.
  • The Perception of a High Barrier to Entry: The field is often perceived as being highly technical and requiring a deep background in coding or network engineering, which can discourage individuals from diverse backgrounds from considering it as a career.

3. The Impact on Businesses and Nations

The cybersecurity skills gap has tangible and dangerous consequences.

ownerdomain=yevli.com managerdomain=revbid.net revbid.net, 7973, DIRECT # RevBid + Adagio adagio.io, 1397, RESELLER rubiconproject.com, 19116, RESELLER, 0bfd66d529a55807 improvedigital.com, 1790, RESELLER onetag.com, 6b859b96c564fbe, RESELLER appnexus.com, 13099, RESELLER, f5ab79cb980f11d1 pubmatic.com, 161593, RESELLER, 5d62403b186f2ace rubiconproject.com, 11006, RESELLER, 0bfd66d529a55807 33across.com, 0015a00002oUk4aAAC, RESELLER, bbea06d9c4d2853c yahoo.com, 57289, RESELLER, e1a5b5b6e3255540 appnexus.com, 10239, RESELLER, f5ab79cb980f11d1 rubiconproject.com, 16414, RESELLER, 0bfd66d529a55807 pubmatic.com, 156423, RESELLER, 5d62403b186f2ace rubiconproject.com, 21642, RESELLER, 0bfd66d529a55807 conversantmedia.com, 100141, RESELLER indexexchange.com, 191973, RESELLER, 50b1c356f2c5c8fc triplelift.com, 12503, RESELLER, 6c33edb13117fd86 e-planning.net, 83c06e81531537f4, RESELLER, c1ba615865ed87b2 pubmatic.com, 156631, RESELLER, 5d62403b186f2ace openx.com, 541031350, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 12186, RESELLER, 0bfd66d529a55807 pubmatic.com, 159110, RESELLER, 5d62403b186f2ace indexexchange.com, 194558, RESELLER smartadserver.com, 3554, RESELLER pubmatic.com, 156439, RESELLER, 5d62403b186f2ace pubmatic.com, 154037, RESELLER, 5d62403b186f2ace rubiconproject.com, 16114, RESELLER, 0bfd66d529a55807 openx.com, 537149888, RESELLER, 6a698e2ec38604c6 appnexus.com, 3703, RESELLER, f5ab79cb980f11d1 loopme.com, 5679, RESELLER, 6c8d5f95897a5a3b video.unrulymedia.com, 2564526802, RESELLER pubnative.net, 1006576, RESELLER, d641df8625486a7b admanmedia.com, 43, RESELLER sharethrough.com, OAW69Fon, RESELLER, d53b998a7bd4ecd2 lijit.com, 367236, RESELLER, fafdf38b16bf6b2b openx.com, 538959099, RESELLER, 6a698e2ec38604c6 pubmatic.com, 137711, RESELLER, 5d62403b186f2ace pubmatic.com, 156212, RESELLER, 5d62403b186f2ace rubiconproject.com, 17960, RESELLER, 0bfd66d529a55807 freewheel.tv, 1568036, RESELLER freewheel.tv, 1568041, RESELLER openx.com, 558899373, RESELLER, 6a698e2ec38604c6 video.unrulymedia.com, 5672421953199218469, RESELLER adform.com, 2865, RESELLER appnexus.com, 12290, RESELLER, f5ab79cb980f11d1 appnexus.com, 9393, RESELLER, f5ab79cb980f11d1 indexexchange.com, 191503, RESELLER, 50b1c356f2c5c8fc openx.com, 559680764, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 23844, RESELLER, 0bfd66d529a55807 smartadserver.com, 3056, RESELLER, 060d053dcf45cbf3 yahoo.com, 49648, RESELLER pubmatic.com, 161527, RESELLER, 5d62403b186f2ace pubmatic.com, 158355, RESELLER, 5d62403b186f2ace lijit.com, 260380, RESELLER, fafdf38b16bf6b2b sovrn.com, 260380, RESELLER, fafdf38b16bf6b2b appnexus.com, 11924, RESELLER, f5ab79cb980f11d1 amxrtb.com, 105199747, DIRECT advertising.com, 28305, RESELLER appnexus.com, 11786, RESELLER, f5ab79cb980f11d1 connectad.io, 1397, RESELLER rubiconproject.com, 26800, RESELLER, 0bfd66d529a55807 admanmedia.com, 2216, RESELLER connectad.io, 456, RESELLER, 85ac85a30c93b3e5 # RevBid + AdYouLike adyoulike.com, 4db16f63a44a8089eb24922002e88ad0, DIRECT appnexus.com, 7664, RESELLER, f5ab79cb980f11d1 pubmatic.com, 160925, RESELLER, 5d62403b186f2ace rubiconproject.com, 20736, RESELLER, 0bfd66d529a55807 adform.com, 3296, RESELLER, 9f5210a2f0999e32 richaudience.com, JAHJ4YZq4O, RESELLER lijit.com, 408376, RESELLER, fafdf38b16bf6b2b Media.net, 8CU1G827Y, RESELLER smilewanted.com, 1494, RESELLER onetag.com, 7a07370227fc000, RESELLER risecodes.com, 64c7a4acd6298f0001a7d867, RESELLER nativo.com, 5848, RESELLER, 59521ca7cc5e9fee nobid.io, 50603, RESELLER adipolosolutions.com, 23015084430, RESELLER smartadserver.com, 4144, RESELLER copper6.com, 766102, RESELLER video.unrulymedia.com, 297618916, RESELLER 33across.com, 0010b00002Xbn7QAAR, RESELLER, bbea06d9c4d2853c thebrave.io, 1234679, RESELLER, c25b2154543746ac indexexchange.com, 190532, RESELLER, 50b1c356f2c5c8fc triplelift.com, 10504, RESELLER, 6c33edb13117fd86 sharethrough.com, UN5mGpO8, RESELLER, d53b998a7bd4ecd2 amxrtb.com, 105199830, RESELLER loopme.com, 11362, RESELLER, 6c8d5f95897a5a3b openx.com, 539466082, RESELLER, 6a698e2ec38604c6 trustedstack.com, TSNC78R17, RESELLER gamoshi.io, 267-b6098, RESELLER, 20e30b2ae1f670f2 videoheroes.tv, 212690, RESELLER, 064bc410192443d8 yieldmo.com, 3482865003332051270, RESELLER video.unrulymedia.com, 639501697, RESELLER strongmetrics.io, 219562, RESELLER vistarsagency.com, cqqccatc23j9v5bv3fv0, RESELLER, 8db795910158017c screencore.io, 276, RESELLER eskimi.com, 2020000792, RESELLER advertising.com, 82643, RESELLER conversantmedia.com, 100292, RESELLER, 03113cd04947736d # RevBid + Sovrn lijit.com, 474880, DIRECT, fafdf38b16bf6b2b lijit.com, 474880-eb, DIRECT, fafdf38b16bf6b2b appnexus.com, 1019, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 2444764291, RESELLER contextweb.com, 558511, RESELLER krushmedia.com, AJxF6R572a9M6CaTvK, RESELLER # RevBid + ImproveDigital improvedigital.com, 2408, RESELLER # RevBid + AdLiveTech adlive.io, 19969, RESELLER themediagrid.com, LVXCEA, DIRECT, 35d5010d7789b49d themediagrid.com, IZLGFV, DIRECT, 35d5010d7789b49d pubmatic.com, 162999, RESELLER, 5d62403b186f2ace rubiconproject.com, 18680, DIRECT, 0bfd66d529a55807 improvedigital.com, 1159, RESELLER # RevBid + Setupad setupad.com, 2424, DIRECT rubiconproject.com, 21118, RESELLER, 0bfd66d529a55807 adform.com, 1484, RESELLER pubmatic.com, 156191, RESELLER, 5d62403b186f2ace smartadserver.com, 3527, RESELLER, 060d053dcf45cbf3 lijit.com, 252889, RESELLER, fafdf38b16bf6b2b openx.com, 540890784, RESELLER, 6a698e2ec38604c6 indexexchange.com, 191541, RESELLER 152media.com, 152, RESELLER adtelligent.com, 534151, RESELLER triplelift.com, 12405, RESELLER, 6c33edb13117fd86 nextmillennium.io, 16454, RESELLER, 65bd090fa4a1e3d6 connectad.io, 416, RESELLER, 85ac85a30c93b3e5 Media.net, 8CU2I176C, RESELLER risecodes.com, 649047cf01889e0001cb85f1, RESELLER 33across.com, 0010b00002bTS1QAAW, RESELLER, bbea06d9c4d2853c onetag.com, 753951255855558, RESELLER #RevBid + Onetag onetag.com, 818fac267e2a1b4, DIRECT onetag.com, 818fac267e2a1b4-OB, DIRECT freewheel.tv, 20393, RESELLER freewheel.tv, 24377, RESELLER # RevBid + AdTarget admatic.com.tr, adm-pub-2977111241, DIRECT, uufps1dh5stc6euk adform.com, 2968, DIRECT, 9f5210a2f0999e32 rubiconproject.com, 25100, DIRECT, 0bfd66d529a55807 criteo.com, B-070303, DIRECT, 9fac4a4a87c2a44f themediagrid.com, DNWTUA, DIRECT, 35d5010d7789b49d adtarget.com.tr, 767666, DIRECT pubmatic.com, 159078, DIRECT, 5d62403b186f2ace adform.com, 2600, DIRECT stroeer.com, 17938, DIRECT # RevBid + E-Planning e-planning.net, f0e8f6477570117b, RESELLER, c1ba615865ed87b2 disqus.com, 891, DIRECT zeta.com, 891, DIRECT zetaglobal.net, 891, DIRECT sharethrough.com, 23830661, DIRECT, d53b998a7bd4ecd2 triplelift.com, 8446, DIRECT, 6c33edb13117fd86 onetag.com, 5927d926323dc2c, DIRECT nextmillennium.io, 16425, DIRECT, 65bd090fa4a1e3d6 mgid.com, 833178, DIRECT, d4c29acad76ce94f loopme.com, 12858, RESELLER, 6c8d5f95897a5a3b krushmedia.com, AJxF6R489a9M6CaTvK, DIRECT sonobi.com, b812bd55d6, RESELLER, d1a215d9eb5aee9e conversantmedia.com, 41784, RESELLER, 03113cd04947736d Media.net, 8CUT87EOU, DIRECT conversantmedia.com, 41784, DIRECT, 03113cd04947736d 33across.com, 0010b00002ZoRYhAAN, DIRECT, bbea06d9c4d2853c richaudience.com, 9komJKwMhZ, RESELLER google.com, pub-3872674820285626, RESELLER, f08c47fec0942fa0 xapads.com, 162365, RESELLER rtbdemand.com, 23064554446, RESELLER admixer.net, 0cc7386a-d5a3-4b90-aeeb-3e67f8fe, DIRECT video.unrulymedia.com, 827123801, DIRECT pubmatic.com, 160846, RESELLER, 5d62403b186f2ace inmobi.com, 61d733c3779d43e590c51c8bc078e10c, RESELLER, 83e75a7ae333ca9d lijit.com, 380632, RESELLER, fafdf38b16bf6b2b mgid.com, 885240, DIRECT, d4c29acad76ce94f adform.com, 1762, RESELLER video.unrulymedia.com, 827123801, RESELLER video.unrulymedia.com, 2736329702851200000, RESELLER inmobi.com, 9b300ff061ff4501abcdd864e6c1cceb, RESELLER, 83e75a7ae333ca9d sharethrough.com, KGPeiFc6, RESELLER, d53b998a7bd4ecd2 openx.com, 559911747, RESELLER, 6a698e2ec38604c6 pubmatic.com, 164187, RESELLER, 5d62403b186f2ace rubiconproject.com, 26144, RESELLER, 0bfd66d529a55807 trustedstack.com, TSL72ADG4, DIRECT risecodes.com, 673da70c91e2fd000109c6f6, RESELLER crystall.io, 294862, DIRECT lijit.com, 512561, RESELLER, fafdf38b16bf6b2b adyoulike.com, cea2adf686c5179d6d96c9b0bbac777e, RESELLER adyoulike.com, 814ad5a7eb7601cc991ae83a976195b9, RESELLER xandr.com, 13117, RESELLER admatic.de, ade-pub-6537379909, DIRECT, uufps1dh5stc6euk amxrtb.com, 105199734, RESELLER yieldmo.com, 3377199372461613093, RESELLER onetag.com, 87f58fe90234d0e, RESELLER smartadserver.com, 5302, RESELLER, 060d053dcf45cbf3 aceex.io, 2108, DIRECT, b1cf3c874d5c6682 video.unrulymedia.com, 799061815, RESELLER eskimi.com, 2020000186, RESELLER conversantmedia.com, 100066, DIRECT, 03113cd04947736d appnexus.com, 15941, RESELLER, f5ab79cb980f11d1 nglcollective.com, 475, DIRECT kargo.com, 8800, DIRECT tremorhub.com, 51vtw, RESELLER, 1a4e959a1b50034a telaria.com, 51vtw, RESELLER, 1a4e959a1b50034a pubmatic.com, 159933, DIRECT, 5d62403b186f2ace springserve.com, 1247, RESELLER, a24eb641fc82e93d telaria.com, 2auap-ich32, RESELLER, 1a4e959a1b50034a telaria.com, 2auap-45web, RESELLER, 1a4e959a1b50034a richaudience.com, 25BiP9IMgN, DIRECT pubmatic.com, 163389, RESELLER, 5d62403b186f2ace telaria.com, 2auap-zihku, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-ich32, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-45web, RESELLER, 1a4e959a1b50034a tremorhub.com, 2auap-zihku, RESELLER, 1a4e959a1b50034a adagio.io, 1417, DIRECT # RevBid + Kueez kueez.com, 023bba2412042299d0702b15b00e4c69, DIRECT appnexus.com, 8826, RESELLER, f5ab79cb980f11d1 rubiconproject.com, 16920, RESELLER openx.com, 557564833, RESELLER lijit.com, 407406, RESELLER media.net, 8cu4jtrf9, RESELLER pubmatic.com, 162110, RESELLER sharethrough.com, n98xdzel, RESELLER 33across.com, 0010b00002odu4haax, RESELLER yieldmo.com, 3133660606033240149, RESELLER onetag.com, 6e053d779444c00, RESELLER video.unrulymedia.com, 3486482593, RESELLER sonobi.com, 4c4fba1717, RESELLER smartadserver.com, 4288, RESELLER zetaglobal.com, 108, RESELLER improvedigital.com, 2106, RESELLER loopme.com, 11576, RESELLER themediagrid.com, uot45z, RESELLER tagoras.io, 78f0cb3041f91df7f6eeea7c7178fffc, RESELLER appnexus.com, 15623, reseller, f5ab79cb980f11d1 # RevBid + AMXR admixer.net, 5ec6caad-1374-4898-b09d-06f75d78bcc0, DIRECT admixer.net, 5ec6caad-1374-4898-b09d-06f75d78bcc0, RESELLER loopme.com, 11488, RESELLER, 6c8d5f95897a5a3b e-planning.net,ec771b05828a67fa,RESELLER,c1ba615865ed87b2 video.unrulymedia.com, 851532539, RESELLER admanmedia.com, 1074, RESELLER rubiconproject.com, 15268, RESELLER, 0bfd66d529a55807 pubmatic.com, 159277, RESELLER pubmatic.com, 81564, RESELLER, 5d62403b186f2ace rubiconproject.com, 13510, RESELLER mgid.com, 885240, RESELLER, d4c29acad76ce94f smartadserver.com, 3627, RESELLER, 060d053dcf45cbf3 adsinteractive.com,39993,RESELLER adform.com,961,RESELLER pubmatic.com,158937,RESELLER,5d62403b186f2ace openx.com,541146395,RESELLER,6a698e2ec38604c6 appnexus.com, 17553, RESELLER, f5ab79cb980f11d1 risecodes.com, 682ede1cb5100100018d47ff, RESELLER admanmedia.com, 2320, RESELLER voisetech.com, 1248, RESELLER, 9009ef0379162448 pubmatic.com, 165116, RESELLER, 5d62403b186f2ace video.unrulymedia.com, 436487936, RESELLER rubiconproject.com, 25692, RESELLER, 0bfd66d529a55807 rubiconproject.com, 25692, DIRECT, 0bfd66d529a55807 exchange.loyal.app, AJxF6R45a9M6CaTvK, RESELLER # RevBid + ReVantage revantage.io, 1, DIRECT rubiconproject.com,16920,RESELLER,0bfd66d529a55807 openx.com, 557564833, RESELLER, 6a698e2ec38604c6 lijit.com,407406,RESELLER,fafdf38b16bf6b2b pubmatic.com,162110,RESELLER,5d62403b186f2ace sharethrough.com,n98xdzel,RESELLER,d53b998a7bd4ecd2 33across.com, 0010b00002ODU4HAAX,RESELLER, bbea06d9c4d2853c sonobi.com,4c4fba1717,RESELLER,d1a215d9eb5aee9e smartadserver.com,4288,RESELLER,060d053dcf45cbf3 adform.com,2926,RESELLER,9f5210a2f0999e32 start.io, 185522363, RESELLER loopme.com,11576,RESELLER,6c8d5f95897a5a3b themediagrid.com,uot45z,RESELLER,35d5010d7789b49d trustedstack.com, TSIO6G4I5, RESELLER themediagrid.com, 7H3QAS, RESELLER, 35d5010d7789b49d smaato.com, 1100059464, RESELLER, 07bcf65f187117b4 smaato.com, 1100004890, RESELLER, 07bcf65f187117b4 intenze.co , 200184, DIRECT imds.tv, 82624, RESELLER, ae6c32151e71f19d 152media.info,152M968,RESELLER amxrtb.com, 105199329, RESELLER kueez.com,00f14b9c9ba786f50ea561b30cc33bb0, DIRECT appnexus.com,8826,RESELLER richaudience.com, 5wLa5vAlFn, RESELLER appnexus.com, 8233, RESELLER adagio.io, 1544, RESELLER chocolateplatform.com, 21704, RESELLER rubiconproject.com, 24248, RESELLER, 0bfd66d529a55807 screencore.io, 293, DIRECT adyoulike.com, e5bd7e416fd48b8a82c54e94233e5a1e, DIRECT smilewanted.com, 5230, RESELLER pubmatic.com, 158810, RESELLER, 5d62403b186f2ace rubiconproject.com, 19814, RESELLER, 0bfd66d529a55807 openx.com, 557083110, RESELLER, 6a698e2ec38604c6 adscholars.com, 221557, DIRECT ergadx.com, 5258, DIRECT Pubmatic.com, 160881, RESELLER, 5d62403b186f2ace Pubmatic.com, 162147, RESELLER, 5d62403b186f2ace inmobi.com, a465db258ac44b2abb4e100fa019be3c, RESELLER, 83e75a7ae333ca9d rubiconproject.com, 23102, RESELLER, 0bfd66d529a55807 monetixads.com, mix-pub-6611088393, DIRECT, uufps1dh5stc6euk adform.com, 3266, DIRECT improvedigital.com, 1616, RESELLER themediagrid.com, BIH5U6, RESELLER, 35d5010d7789b49d criteo.com, B-064389, RESELLER, 9fac4a4a87c2a44f openx.com, 541163168, DIRECT, 6a698e2ec38604c6 pubmatic.com, 158349, RESELLER, 5d62403b186f2ace pubmatic.com, 158350, RESELLER, 5d62403b186f2ace pubmatic.com, 155968, RESELLER, 5d62403b186f2ace rubiconproject.com, 11398, RESELLER, 0bfd66d529a55807 adform.com, 2668, RESELLER appnexus.com, 11673, RESELLER, f5ab79cb980f11d1 smartadserver.com, 989, RESELLER, 060d053dcf45cbf3 Media.net, 8CU33YS38, RESELLER vi.ai, g-00f44bb9f57d2bb96162c9eda0981f48c2, DIRECT outbrain.com, 0052a42837b505f8ee68b4559b35c4d4d7, DIRECT openx.com, 540393169, RESELLER, 6a698e2ec38604c6 triplelift.com, 11547, RESELLER, 6c33edb13117fd86 improvedigital.com, 1552, RESELLER contextweb.com, 562709, RESELLER, 89ff185a4c4e857c aps.amazon.com, 3965, RESELLER freewheel.tv, 1220559, RESELLER freewheel.tv, 1133073, RESELLER sovrn.com, 267974, RESELLER, fafdf38b16bf6b2b adform.com, 2611, RESELLER rubiconproject.com, 19668, RESELLER, 0bfd66d529a55807 indexexchange.com, 190856, RESELLER, 50b1c356f2c5c8fc pubmatic.com, 158615, RESELLER, 5d62403b186f2ace appnexus.com, 7597, RESELLER, f5ab79cb980f11d1 smartadserver.com, 3820, RESELLER video.unrulymedia.com, 367782854, RESELLER indexexchange.com, 193091, RESELLER, 50b1c356f2c5c8fc pubmatic.com, 160065, RESELLER, 5d62403b186f2ace improvedigital.com, 1863, RESELLER freewheel.tv, 1220655, RESELLER google.com, pub-5617098146054077, RESELLER, f08c47fec0942fa0 pubmatic.com, 158055, RESELLER, 5d62403b186f2ace xandr.com, 10736, RESELLER rubiconproject.com, 21506, RESELLER, 0bfd66d529a55807 Indexexchange.com, 190500, RESELLER smartadserver.com,2776,RESELLER openx.com, 540362347, RESELLER, 6a698e2ec38604c6 rubiconproject.com, 20086, RESELLER, 0bfd66d529a55807 connectad.io, 508, RESELLER, 85ac85a30c93b3e5 adform.com, 768, RESELLER, 9f5210a2f0999e32 openx.com, 537145117, RESELLER, 6a698e2ec38604c6 lijit.com, 244287, RESELLER, fafdf38b16bf6b2b rtbhouse.com, f2PMUrbTLheS4d67McTq, DIRECT rtbhouse.com, RcZfc1nKUmkHGXLIwZQb, DIRECT appnexus.com, 14416, RESELLER appnexus.com, 14808, RESELLER adform.com, 2904, RESELLER rubiconproject.com, 27026, RESELLER, 0bfd66d529a55807 netaddiction.tech, net-pub-6615266254, DIRECT, uufps1dh5stc6euk rtbhouse.com, e3qznauVqenvza0c5wWJ, RESELLER rtbhouse.com, 36401e736811e8034581, DIRECT rtbhouse.com, Bl90aHDHpnUdxORfqhhI, DIRECT adform.com, 2083, RESELLER adform.com, 3240, RESELLER video.unrulymedia.com, 6111915185540403805, RESELLER rtbhouse.com, qbax0oJZ14CFN7BQIJcp, RESELLER rtbhouse.com, qYjwzKx0LtW8zyxLj0Qn, RESELLER richaudience.com, kBjBHJPcXM, RESELLER pubmatic.com, 156538, RESELLER, 5d62403b186f2ace luponmedia.com, 19956462, DIRECT indexexchange.com, 188165, RESELLER, 50b1c356f2c5c8fc indexexchange.com, 196757, RESELLER, 50b1c356f2c5c8fc adform.com, 1985, DIRECT, 9f5210a2f0999e32 rubiconproject.com, 12398, RESELLER, 0bfd66d529a55807 pubmatic.com, 158697, RESELLER, 5d62403b186f2ace pubmatic.com, 159760, RESELLER, 5d62403b186f2ace onetag.com, 8e4c756bde8b2d3, DIRECT openx.com, 540861995, RESELLER, 6a698e2ec38604c6 openx.com, 558237126, RESELLER, 6a698e2ec38604c6 amxrtb.com, 105199787, DIRECT appnexus.com, 11786, RESELLER sharethrough.com, a6a34444, RESELLER eskimi.com, 2020000676, DIRECT pixad.com.tr, px-pub-5768007635, RESELLER, uufps1dh5stc6euk temedya.com, a9ec2751-1174-4f07-bd9a-84383de7b6b0, DIRECT, 3fa92c7e41b8d605 rubiconproject.com, 24266, RESELLER, 0bfd66d529a55807 admatic.com.tr, adm-pub-2870580877, DIRECT, uufps1dh5stc6euk admatic.de, ade-pub-5212406025, DIRECT, uufps1dh5stc6euk adbro.me, 6cf37d9d-abc2-4b41-b62b-c2e251e1ad3a, DIRECT pubmatic.com, 158849, RESELLER, 5d62403b186f2ace rtbhouse.com, eqt3MD0DmNFukxfZqFm0, DIRECT rtbhouse.com, KicWDRpi0GCWX2lQJcYn, DIRECT rubiconproject.com, 25102, RESELLER, 0bfd66d529a55807 adtarget.biz, adt-pub-5902984795, DIRECT, uufps1dh5stc6euk amxrtb.com, 105199853, DIRECT lijit.com, 260380, RESELLER pubmatic.com, 161527, RESELLER rubiconproject.com, 23844, RESELLER openx.com, 559680764, RESELLER smartadserver.com, 3056, RESELLER admatic.com.tr, adm-pub-185375301865, DIRECT, uufps1dh5stc6euk admatic.de, ade-pub-1353804549, DIRECT, uufps1dh5stc6euk seedtag.com, 8592-8920-01, DIRECT sharethrough.com, AXS5NfBr, DIRECT, d53b998a7bd4ecd2 sovrn.com, 249425, RESELLER sovrn.com, 397546, DIRECT, fafdf38b16bf6b2b triplelift.com, 2792, RESELLER, 6c33edb13117fd86 video.unrulymedia.com, 724823153, RESELLER xandr.com, 4009, DIRECT, f5ab79cb980f11d1 yahoo.com, 57857, RESELLER, e1a5b5b6e3255540 yahoo.com, 58578, DIRECT, e1a5b5b6e3255540 yahoo.com, 59531, RESELLER, e1a5b5b6e3255540 smilewanted.com, 921, RESELLER appnexus.com, 10040, RESELLER onetag.com, 7f5d22b0006ab5a, RESELLER 152media.info, 152M728, RESELLER betweendigital.com, 45128, RESELLER themediagrid.com, ZG1DBN, RESELLER, 35d5010d7789b49d videoheroes.tv, 212648, RESELLER , 064bc410192443d8 openx.com, 540717821, RESELLER, 6a698e2ec38604c6 openx.com, 541163172, RESELLER, 6a698e2ec38604c6 xandr.com, 10736, RESELLER, f5ab79cb980f11d1 indexexchange.com, 190500, RESELLER, 50b1c356f2c5c8fc appnexus.com, 14416, RESELLER, f5ab79cb980f11d1 appnexus.com, 14808, RESELLER, f5ab79cb980f11d1 adform.com, 3240, DIRECT temedya.com, f913a7dd-397e-4361-9e22-b27e036b9fbf, DIRECT, 3fa92c7e41b8d605 admatic.com.tr, adm-pub-3698631073, DIRECT, uufps1dh5stc6euk pubmatic.com, 158849, DIRECT, 5d62403b186f2ace admanmedia.com, 2317, DIRECT inventorypartnerdomain=admanmedia.com pubmatic.com, 165117, RESELLER, 5d62403b186f2ace pubmatic.com, 158481, RESELLER, 5d62403b186f2ace pubmatic.com, 162974, RESELLER, 5d62403b186f2ace rubiconproject.com, 14558, RESELLER, 0bfd66d529a55807 rubiconproject.com, 25386, RESELLER, 0bfd66d529a55807 openx.com, 540866936, RESELLER, 6a698e2ec38604c6 appnexus.com, 15349, RESELLER, f5ab79cb980f11d1 appnexus.com, 12700, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 3948367200, RESELLER sharethrough.com, XeKuhSkz, RESELLER, d53b998a7bd4ecd2 33across.com, 0015a00002egvRSAAY, RESELLER, bbea06d9c4d2853c smartadserver.com, 3713, RESELLER, 060d053dcf45cbf3 zetaglobal.net, 757, RESELLER insticator.com,7184c7ca-645a-4e0f-a78c-6d5822b3449f, RESELLER, b3511ffcafb23a32 adyoulike.com, a2226c27fc2a6773f6a2b365e013513a, RESELLER loopme.com, 11386, RESELLER, 6c8d5f95897a5a3b adform.com, 2671, RESELLER smaato.com, 1100058015, RESELLER, 07bcf65f187117b4 richaudience.com, iKKFhsvJ2v, RESELLER yieldmo.com, 2807970144171533194, RESELLER conversantmedia.com, 100308, RESELLER, 03113cd04947736d themediagrid.com, A8X5S7, RESELLER, 35d5010d7789b49d lijit.com, 417620, RESELLER, fafdf38b16bf6b2b sonobi.com, 7b37f8ccbc, RESELLER, d1a215d9eb5aee9e triplelift.com, 12456, RESELLER, 6c33edb13117fd86 amxrtb.com, 105199820, RESELLER media.net, 8CU58PCO4, RESELLER trustedstack.com, TS5UCV3O4, RESELLER improvedigital.com, 2316, RESELLER video.unrulymedia.com, 586616193, RESELLER vidazoo.com, 6890de45500e26e74de1f6b7, DIRECT, b6ada874b4d7d0b2 rubiconproject.com, 17130, RESELLER, 0bfd66d529a55807 openx.com, 541017750, RESELLER, 6a698e2ec38604c6 pubmatic.com, 159988, RESELLER, 5d62403b186f2ace appnexus.com, 2794, RESELLER, f5ab79cb980f11d1 lijit.com, 222372, RESELLER, fafdf38b16bf6b2b themediagrid.com, 3AW9JB, RESELLER, 35d5010d7789b49d themediagrid.com, 95QZ48, RESELLER, 35d5010d7789b49d video.unrulymedia.com, 2743945877, RESELLER sharethrough.com, S2rESyUH, RESELLER, d53b998a7bd4ecd2 richaudience.com, 3MkIAgQBPw, RESELLER media.net, 8CUN4Y5Y3, RESELLER triplelift.com, 11883, RESELLER, 6c33edb13117fd86 datawrkz.com, 2590, DIRECT inmobi.com, 74510130b7d34af880f3a38049d5f914, RESELLER, 83e75a7ae333ca9d rubiconproject.com, 13732, RESELLER, 0bfd66d529a55807 appnexus.com, 2741, RESELLER, f5ab79cb980f11d1 video.unrulymedia.com, 642221422, RESELLER pubmatic.com, 164373, RESELLER, 5d62403b186f2ace google.com, pub-8856559311549217, RESELLER, f08c47fec0942fa0 onetag.com, 7762f41ee0fb798, DIRECT vdo.ai, 915813768, RESELLER datacygnal.io, 151427, RESELLER appnexus.com, 8610, RESELLER, f5ab79cb980f11d1 adscholars.com, 221557, RESELLER ergadx.com, 5258, RESELLER insticator.com,7798c5f4-7a1a-433a-9cd1-d73d78980970,DIRECT,b3511ffcafb23a32 sharethrough.com,Q9IzHdvp,DIRECT,d53b998a7bd4ecd2 risecodes.com,6124caed9c7adb0001c028d8,DIRECT triplelift.com,6998,DIRECT,6c33edb13117fd86 pmc.com,1242710,DIRECT,8dd52f825890bb44 pubmatic.com,95054,DIRECT,5d62403b186f2ace smaato.com,1100058355,DIRECT,07bcf65f187117b4 chocolateplatform.com, 21979, RESELLER lijit.com, 550620, RESELLER, fafdf38b16bf6b2b video.unrulymedia.com, 583925374, RESELLER pubmatic.com, 160888, RESELLER, 5d62403b186f2ace smartadserver.com, 4395, RESELLER, 060d053dcf45cbf3 inmobi.com, fe4db13744124582a6a2b18964560ce7, RESELLER, 83e75a7ae333ca9d voisetech.com, 1127, RESELLER, 9009ef0379162448 smartyads.com, 300104, DIRECT, fd2bde0ff2e62c5d eskimi.com, 2020001195, DIRECT appnexus.com,15670,RESELLER rubiconproject.com, 26250, RESELLER, 0bfd66d529a55807 pubmatic.com, 162270, RESELLER, 5d62403b186f2ace video.unrulymedia.com, 498216989, RESELLER lijit.com, 502284, RESELLER, fafdf38b16bf6b2b onetag.com, 8c90176af2e65c8, RESELLER smartadserver.com, 4998, RESELLER adtarget.com.tr, 739050, RESELLER bidinfluence.com, 700073, RESELLER improvedigital.com, 2650, RESELLER appnexus.com, 13099, RESELLER adform.com, 1346, RESELLER, 9f5210a2f0999e32 # RevBid + NoBid nobid.io, 203697, DIRECT zetaglobal.net, 693, DIRECT sharethrough.com, UvcAx8IL, RESELLER, d53b998a7bd4ecd2 video.unrulymedia.com, 347774562, RESELLER sharethrough.com, aRE1degH, RESELLER, d53b998a7bd4ecd2 rubiconproject.com, 18694, RESELLER, 0bfd66d529a55807 amxrtb.com, 105199579, RESELLER lijit.com, 273657, RESELLER, fafdf38b16bf6b2b rubiconproject.com, 24434, RESELLER, 0bfd66d529a55807 xandr.com, 11429, RESELLER, f5ab79cb980f11d1 onetag.com, 694e68b73971b58, RESELLER mediafuse.com, 389, DIRECT pubmatic.com, 159302, RESELLER, 5d62403b186f2ace appnexus.com, 9538, RESELLER, f5ab79cb980f11d1 Media.net, 8CUV34PJ4, RESELLER openx.com, 537100188, RESELLER, 6a698e2ec38604c6 pubmatic.com, 159463, RESELLER, 5d62403b186f2ace rubiconproject.com, 19396, RESELLER, 0bfd66d529a55807 inmobi.com,8f261ace12c3486ba2e0d2011cd97976,RESELLER,83e75a7ae333ca9d pubmatic.com, 162412, RESELLER, 5d62403b186f2ace gumgum.com, 13926, RESELLER, ffdef49475d318a9 33across.com, 0010b00002Mq2FYAAZ, DIRECT, bbea06d9c4d2853c Media.net, 8CU3M1HM4, DIRECT yieldmo.com, 3819255242365542618, DIRECT nativo.com, 6068, DIRECT, 59521ca7cc5e9fee pubmatic.com, 156500, RESELLER, 5d62403b186f2ace # RevBid + OMS onlinemediasolutions.com, 21098, DIRECT, b3868b187e4b6402 rubiconproject.com, 20416, RESELLER, 0bfd66d529a55807 onomagic.com, 210981, DIRECT rubiconproject.com, 24364, RESELLER, 0bfd66d529a55807 getmediamx.com, 1221098, DIRECT lijit.com, 374814, RESELLER, fafdf38b16bf6b2b pubmatic.com, 161332, RESELLER, 5d62403b186f2ace openx.com, 537153209, RESELLER, 6a698e2ec38604c6 video.unrulymedia.com, 6694405583287859332, RESELLER themediagrid.com, IRK975, RESELLER, 35d5010d7789b49d appnexus.com, 11801, RESELLER appnexus.com, 15629, RESELLER, f5ab79cb980f11d1 appnexus.com, 15127, RESELLER onetag.com, 7b561459c997848, RESELLER audienciad.com, 210982, DIRECT loopme.com, 12733, RESELLER, 6c8d5f95897a5a3b Media.net, 8CUB46Z7R, RESELLER onetag.com, 75753f1ebcc343c, RESELLER yieldmo.com, 2757543169808605705, RESELLER adyoulike.com, e9a771d72c076dbe3cafc2c6477f9238, RESELLER amxrtb.com, 105199514, RESELLER aps.amazon.com, 48266a61-b3d9-4cb7-b172-553abc6a42a4, DIRECT smartadserver.com, 4253, RESELLER adform.com, 3251, RESELLER, 9f5210a2f0999e32 sharethrough.com, LxFeZvU4, RESELLER, d53b998a7bd4ecd2 # RevBid + InMobi inmobi.com, 2e2093a37dd344a2984c5251d6ec5740, DIRECT, 83e75a7ae333ca9d rubiconproject.com, 11726, RESELLER, 0bfd66d529a55807 rubiconproject.com, 12266, RESELLER, 0bfd66d529a55807 pubmatic.com, 157097, RESELLER, 5d62403b186f2ace conversantmedia.com, 40881, RESELLER, 03113cd04947736d rubiconproject.com, 16928, RESELLER, 0bfd66d529a55807 smaato.com, 1100053415, RESELLER, 07bcf65f187117b4 blis.com, 33, RESELLER, 61453ae19a4b73f4 loopme.com, 9724, RESELLER, 6c8d5f95897a5a3b lijit.com, 502742, RESELLER, fafdf38b16bf6b2b thebrave.io, 1234568, RESELLER, c25b2154543746ac mintegral.com, 10003, RESELLER zmaticoo.com, 5135082, RESELLER opera.com, pub6871903319744, RESELLER, 55a0c5fd61378de3 admanmedia.com, 2063, RESELLER smartyads.com, 478, RESELLER, fd2bde0ff2e62c5d pubmatic.com, 159035, RESELLER, 5d62403b186f2ace axonix.com, 57716, RESELLER pubmatic.com, 156931, RESELLER, 5d62403b186f2ace Se7en.es, 212430, RESELLER, 064bc410192443d8 eskimi.com, 2020000030, RESELLER video.unrulymedia.com, 188404962, RESELLER zmaticoo.com, 113149, RESELLER contextweb.com, 558638, RESELLER, 89ff185a4c4e857c apester.com, 2212, RESELLER appnexus.com, 14077, RESELLER themediagrid.com, B8N9YH, RESELLER, 35d5010d7789b49d appnexus.com, 15670, RESELLER
  • Increased Vulnerability: The most direct impact is that organizations are left under-staffed and more vulnerable to attack. There are simply not enough people to monitor security alerts, patch vulnerabilities, and proactively hunt for threats.
  • Security Team Burnout: The existing cybersecurity workforce is stretched to its breaking point. Burnout leads to high turnover rates and an increased likelihood of human error, which is a leading cause of data breaches.
  • Stifled Innovation: Companies may delay the adoption of new, innovative technologies because they lack the security expertise to implement them safely.
  • A National Security Risk: For a nation like Pakistan, a shortage of homegrown cybersecurity talent is a significant national security risk. It means a greater reliance on foreign expertise to protect our critical infrastructure and a smaller pool of talent to draw from for our own cyber defense initiatives.

4. Bridging the Gap: The Path Forward

Addressing the skills gap is a global priority, and a multi-faceted approach is required.

  • Investing in Education and Training: Governments and private organizations are investing heavily in new educational pathways, including university degree programs, specialized bootcamps, and professional certifications, to build a larger and more skilled talent pipeline. Here in Pakistan, initiatives to promote STEM education and specialized cybersecurity training are a critical part of this effort.
  • Upskilling and Reskilling the Existing Workforce: Companies are increasingly looking inward, providing training to upskill their existing IT staff and reskill employees from other departments who show an aptitude for security.
  • Automation and AI: Security automation tools, powered by AI, are a key force multiplier. They can handle many of the routine, repetitive tasks of a security analyst, freeing up the limited human experts to focus on more strategic and complex challenges.
  • Promoting Diversity and Inclusion: There is a major push to attract more diverse talent into the cybersecurity field, including more women and individuals from non-technical backgrounds who can bring valuable skills in areas like risk management, policy, and communication.

Leave a Reply

Your email address will not be published. Required fields are marked *

Yevli
Privacy Overview

This website uses cookies so that we can provide you with the best user experience possible. Cookie information is stored in your browser and performs functions such as recognising you when you return to our website and helping our team to understand which sections of the website you find most interesting and useful.