{"id":7640,"date":"2020-10-27T12:07:26","date_gmt":"2020-10-27T09:07:26","guid":{"rendered":"https:\/\/www.inforte.com\/?p=7640"},"modified":"2020-10-27T14:38:29","modified_gmt":"2020-10-27T11:38:29","slug":"2020-veri-sizintisi-raporu-degerlendirmesi","status":"publish","type":"post","link":"https:\/\/www.inforte.com\/en\/2020-veri-sizintisi-raporu-degerlendirmesi\/","title":{"rendered":"2020 Veri S\u0131z\u0131nt\u0131s\u0131 Raporu De\u011ferlendirmesi"},"content":{"rendered":"

2020\u2019nin hayat\u0131m\u0131zdaki en \u00f6nemli d\u00f6nemlerden <\/span>biri oldu\u011fu olduk\u00e7a a\u00e7\u0131k, teknolojideki ve tehditlerdeki d\u00f6ng\u00fcsel de\u011fi\u015fikliklerin yan\u0131 s\u0131ra, k\u00fcresel bir pandemi ile t\u00fcm d\u00fcnyadaki kurumlar ve t\u00fcketiciler i\u00e7in bir \u00e7ok \u015feyin <\/span>yeniden planland\u0131\u011f\u0131 bir y\u0131l oldu.<\/p>\n


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Pandemi ile kurulu\u015flar\u0131n \u00e7o\u011funlu\u011funun (%76) (IBM DBR Report), uzaktan \u00e7al\u0131\u015fmaya kolay adapte olamamas\u0131 ve mevcut altyap\u0131lar\u0131n<\/span> buna haz\u0131r olmamas\u0131 olas\u0131 bir veri ihlalinde organizasyonlar verimli ve h\u0131zl\u0131 aksiyon alamamalar\u0131na neden oldu.<\/p>\n


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Yap\u0131lan baz\u0131 ara\u015ft\u0131rmalarda g\u00fcvenlik a\u00e7\u0131klar\u0131 ve istis<\/span>mar\u0131 ile k\u0131rm\u0131z\u0131 tak\u0131m<\/span>(RedTeaming) \u00e7al\u0131\u015fmalar\u0131nda \u00f6zellikle s\u0131zma test<\/span>lerine farkl\u0131 bir yakla\u015f\u0131m olarak geli\u015ftirilen pen-test<\/span> otomasyonlar\u0131 ve \u00e7e\u015fitli atak simulasyon\/emilasyon yakla\u015f\u0131mlar\u0131 ile g\u00fcvenli\u011fin do\u011frulanmas\u0131na dayanarak yap\u0131land\u0131r\u0131lan g\u00fcvenlik katman\u0131 mavi takim<\/span> ve ara bir fonksiyon olan Mor Tak\u0131m(Purple Teaming) performans\u0131 \u00fczerine oldu.<\/p>\n


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Belki \u015fa\u015f\u0131rt\u0131c\u0131 olmayacak \u015fekilde bu \u00fc\u00e7 tak\u0131m\u0131n en ortak noktas\u0131 Skills-Gap dedi\u011fimiz \u00f6zellikle sald\u0131rgan davran\u0131\u015flar\u0131 ile teknik\/taktiklerinin tam olarak anla\u015f\u0131lamamas\u0131, bir \u015fekilde beceri eksikli\u011finin en bariz \u00e7\u0131kt\u0131s\u0131n\u0131 olu\u015fturmaktad\u0131r. Buna ek olarak, hangi teknolojinin ataklara nas\u0131l m\u00fcdahale <\/span>edece\u011fi ve tespit a\u015famas\u0131nda kullan\u0131laca\u011f\u0131 ba\u015fl\u0131 ba\u015f\u0131na en b\u00fcy\u00fck problem. Mitigation\/iyile\u015ftirme olarak yap\u0131land\u0131r\u0131lan bu s\u00fcre\u00e7 bir g\u00fcvenlik modeli i\u00e7erisinde ilgili teknolojilerin sald\u0131r\u0131lara kar\u015f\u0131 verimli kullan\u0131lmas\u0131 ve ayn\u0131 zamanda karma\u015f\u0131kl\u0131ktan ka\u00e7\u0131n\u0131lmas\u0131(Complexity) \u00f6nemli notlar aras\u0131nda.<\/p>\n


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IBM DBR<\/a> raporuna g\u00f6re bu y\u0131l veri ihlallerinde ortalama toplam maliyetinin ge\u00e7en y\u0131la g\u00f6re d\u00fc\u015ft\u00fc\u011f\u00fc belirtilmi\u015f. Veri s\u0131z\u0131nt\u0131s\u0131 maliyeti <\/span>2019\u2019da 3,92 milyon dolardan 3,86 milyon dolara d\u00fc\u015ft\u00fc ortalama (-%1.5), bunun etkisi muhtemelen ekonomik olarak k\u00fc\u00e7\u00fclmeden kaynakland\u0131\u011f\u0131 d\u00fc\u015f\u00fcn\u00fclebilinir, bunun yan\u0131nda %52 oran\u0131nda tehdit akt\u00f6rleri taraf\u0131ndan ger\u00e7ekle\u015ftirilen hedefli sald\u0131r\u0131lar oldu\u011fu g\u00f6zlemlenmi\u015f,<\/span> ge\u00e7mi\u015f y\u0131llara g\u00f6re hedefli sald\u0131r\u0131lar\u0131n tan\u0131ml\u0131 bir APT gruplar\u0131 taraf\u0131ndan yap\u0131land\u0131r\u0131ld\u0131\u011f\u0131 ve \u00e7o\u011funlukla PII (Personally Identifiable Information<\/span>) veri t\u00fcr\u00fcne y\u00f6nelik ataklar\u0131n %80 olarak ger\u015fekle\u015fti. Bu durum asl\u0131nda \u00e7ok \u015fa\u015f\u0131rt\u0131c\u0131 de\u011fil, verilere illegal<\/span> eri\u015fimlerde ge\u00e7en sene 143USD olan veri ba\u015f\u0131na maliyet bu sene i\u00e7in ortalama 150USD\u2019a \u00e7\u0131km\u0131\u015f durumda. Kritik \u00f6nemdeki hedefli sald\u0131r\u0131larda 175USD seviyesine kadar ula\u015fabildi\u011fi raporlarda belirtilmi\u015f.<\/span><\/p>\n


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COVID-19<\/span> ile birlikte uzaktan \u00e7al\u0131\u015fma organizasyonlara ortalama 137K <\/span>maliyet getirirken, siber ataklar\u0131n %19\u2019<\/span>u kimlik bilgilerinin elde edilerek siber sald\u0131r\u0131lar i\u00e7erisinde <\/span>kullan\u0131lmas\u0131 ile sonu\u00e7lanm\u0131\u015f, siber ataklar i\u00e7erisinde g\u00fcvenlik fark\u0131ndal\u0131\u011f\u0131 riski i\u00e7eren insan etkeni(human error) <\/span>%23, sistem eksik konfig\u00fcrasyon ve yap\u0131land\u0131rma riski ise %25 olarak belirtilmi\u015f. Bu alanda cloud<\/span> taraf\u0131ndaki riskler\u2019de bir yandan b\u00fcy\u00fcmekte oldu\u011fu ve ge\u00e7en seneye g\u00f6re %14 oran\u0131nda cloud<\/span> g\u00fcvenlik teknolojilerinde konfig\u00fcrasyon eksikleri belirtilmi\u015f.<\/p>\n


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Sekt\u00f6r dikey k\u0131r\u0131l\u0131mlar\u0131na her zamanki gibi finansal kurumlar\u0131 hedefleyen sald\u0131r\u0131lar %53 oran\u0131nda ger\u00e7ekli\u015fmi\u015f sadece COVID-19 g\u00fcndeminden dolay\u0131 bu sene sa\u011fl\u0131k sekt\u00f6r\u00fc finanstan biraz daha fazla ataklar\u0131n hedefi olmu\u015f. Atak profillerinde ise, %13\u2019\u00fc nation state actor <\/span>dedi\u011fimiz devlet destekli sald\u0131r\u0131lardan olu\u015fmu\u015f, yine %13 haktivist <\/span>gruplar taraf\u0131ndan ve geriye kalan %21\u2019lik dilim i\u00e7in tehdit akt\u00f6r profillenedirmesi <\/span>tamamen bilinmez olarak kalm\u0131\u015f durumda, bu y\u00fczde ayn\u0131 zamanda atak karma\u015f\u0131kl\u0131\u011f\u0131n\u0131n ve profillendirmenin zorlu\u011funa da i\u015faret etmekte.<\/p>\n


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Di\u011fer bir konu \u00f6zellikle tespit katman\u0131 i\u00e7in kritik \u00f6nemi olan TTP bilgisinin ilk atak semptomu ortaya \u00e7\u0131kt\u0131ktan sonraki tespit s\u00fcresine (identify) s\u00fcresi, patient zero(ilk hasta) olarak adland\u0131r\u0131lan bu s\u00fcre 73 g\u00fcn ve ata\u011f\u0131n izlolasyonu<\/span> (containment) s\u00fcresi 280 g\u00fcn olarak belirtilmi\u015f, ge\u00e7en seneden \u00e7ok farkl\u0131 de\u011fil asl\u0131nda. Buradan SOAR teknolojilerinin en az\u0131ndan s\u00fcre\u00e7 olgunlu\u011fu a\u00e7\u0131s\u0131ndan ayn\u0131 yerde oldu\u011fu yorumunu yapabiliriz. Playbook ve IR s\u00fcre\u00e7lerinin daha iyi yap\u0131land\u0131rmas\u0131 bu noktada \u00e7ok kritik.<\/p>\n


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Bu seneki enterasan \u00e7\u0131kt\u0131 ise g\u00fcvenlik olgunlu\u011fu ve teknolojik yap\u0131land\u0131rmas\u0131 iyi seviyede olanlar ile olmayanlar aras\u0131nda, buradaki form fakt\u00f6r g\u00fcvenlik otomasyonu olarak belirlenmi\u015f durumda. Siber dayan\u0131kl\u0131l\u0131k yan\u0131<\/span> savunma, tespit ve tepki katmalar\u0131ndaki t\u00fcm yap\u0131n\u0131n i\u015flevselli\u011fi bu noktada \u00e7ok \u00f6nemli. buradaki toplam s\u00fcreler 74 g\u00fcn gibi seviyelere d\u00fc\u015fmekle birlikte ve halen \u00e7ok yeterli de\u011fil gibi duruyor. Geli\u015fmi\u015f bir ata\u011f\u0131n ilgili zay\u0131fl\u0131k ke\u015ffi ve zararl\u0131 arac\u0131n geli\u015ftirme s\u00fcrecinin 5-7 g\u00fcn aras\u0131nda ger\u00e7ekle\u015fti\u011fi d\u00fc\u015f\u00fcn\u00fcl\u00fcrse bu rakamlar halen \u00e7ok y\u00fcksek ve verimli de\u011fil.<\/p>\n


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G\u00fcvenlik yat\u0131r\u0131mlar\u0131n\u0131n en \u00e7ok oldu\u011fu ve kurum \u00e7al\u0131\u015fan say\u0131s\u0131 25K<\/span>+ olan kurumlarda riskler ge\u00e7mi\u015f y\u0131llar g\u00f6re artm\u0131\u015f hatta bu seneki genel ortalaman\u0131n \u00fczerinde ger\u00e7ekle\u015ferek 5.52M USD seviyesine ula\u015fm\u0131\u015f. Kurum b\u00fcy\u00fckl\u00fc\u011f\u00fc 500+ ortalama mid-size kurumlarda ise 2.64MUSD<\/span> olarak ger\u00e7ekle\u015fmi\u015f.<\/p>\n


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Bildi\u011finiz gibi son bir ka\u00e7 y\u0131ld\u0131r T\u00fcrkiye\u2019de bu tip raporlara ekleniyor, bu sene 1.77MUSD veri s\u0131z\u0131nt\u0131s\u0131 maliyeti, <\/span>ve Amerika<\/span> Birle\u015fik Devletleri ortalama maliyetlerinde 8.64M ile en y\u00fcksek de\u011feri elde etmi\u015f durumda.<\/p>\n


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Her \u00fclkenin kendi para birimlerinde yap\u0131lan analizde ise T\u00fcrkiye %10.3 ile 2019-2020 aras\u0131nda bir ivme yakalam\u0131\u015f durumda<\/span>.<\/p>\n


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COVID-19<\/span> nedenli \u00f6zellikle ransomware sald\u0131r\u0131 t\u00fcrlerindeki art\u0131\u015f bu sene sa\u011fl\u0131k sekt\u00f6r\u00fcn\u00fc en tepeye \u00e7\u0131karm\u0131\u015f ortalama 7.13MUSD ile sa\u011fl\u0131k kurumlar\u0131 tehdit akt\u00f6rlerinin \u00f6ncelikli hedefi olmu\u015f durum<\/span>unda.<\/p>\n


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Tehdit akt\u00f6rleri temelli atak vekt\u00f6rlerine bakt\u0131\u011f\u0131m\u0131zda ise kimlik bilglerinin \u00e7al\u0131nmas\u0131 ve cloud<\/span> temelli konfig\u00fcrasyon eksiklikleri lider durumda<\/span>.<\/p>\n


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Bu sene <\/span>ilk defa g\u00f6rd\u00fc\u011f\u00fcm\u00fcz bir analiz olan veri s\u0131z\u0131nt\u0131s\u0131na pozitif ve negatif etki edebilecek g\u00fcvenlik teknolojileri \u00fczerine. Bu \u00e7\u0131kt\u0131 g\u00fcvenlik ataklar kar\u015f\u0131s\u0131ndaki g\u00fcvenlik verimlili\u011fi ve yat\u0131r\u0131mlar\u0131 konusunda olduk\u00e7a kritik bilgiler sa\u011fl\u0131yor.<\/p>\n


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Raporlarda SOAR teknolojileri ve bu alandaki destekleyici ara\u00e7lar\u0131n(CTI, VM, DevSecOPS vb) fakt\u00f6rler \u00e7ok net olarak vurgulanm\u0131\u015f, di\u011fer taraftan siber g\u00fcvenlik profesyonelleri ve kurumlar\u0131n g\u00fcvenlik yap\u0131land\u0131rmalar\u0131nda \u00fcr\u00fcn karma\u015f\u0131kl\u0131\u011f\u0131n\u0131 olduk\u00e7a artt\u0131rm\u0131\u015f olmalar\u0131 siber akt\u00f6rler i\u00e7in adeta bir oyun sahas\u0131 haline gelmi\u015f durumda. <\/span>G\u00fcvenlik s\u00fcre\u00e7lerinin standart haline getirilmesi ve entegrasyon \u00f6nemli fakt\u00f6rler aras\u0131nda, bunun yan\u0131nda tehdit akt\u00f6rlerin sald\u0131r\u0131 ara\u00e7lar\u0131 i\u00e7erisinde TTP ba\u011flam\u0131na \u00e7ok dikkat edilmesi buradaki davran\u0131\u015f ve ara\u00e7lar\u0131n kullan\u0131m \u015fekline adapte olacak \u015fekilde g\u00fcvenlik altyap\u0131lar\u0131n\u0131 ve pratikleri kurgulamak art\u0131k t\u00fcm kurumlar i\u00e7in vazgecilmez.<\/p>\n


<\/p>\n

Kurum varl\u0131klar\u0131na eri\u015fim g\u00fcvenli\u011finde ZeroTrust<\/span> (ZTNA), PAM stratejilerinin kurum genelinde uygulanmas\u0131 tehdit akt\u00f6rlerinin kurum kaynaklar\u0131na eri\u015fimlerini oldu\u00e7a zorla\u015ft\u0131racakt\u0131r. Sava\u015f sanatlar\u0131ndan a\u015fina oldu\u011fumuz \u201ctrain like a fighter”<\/span> mantras\u0131 kurumlar\u0131n sald\u0131r\u0131lara h\u0131zl\u0131 ve etkili bir \u015fekilde yan\u0131t verme yetene\u011fini optimize etmeye yard\u0131mc\u0131 olmak i\u00e7in olay m\u00fcdahale taktikleri geli\u015ftirmek ve test etmek anlam\u0131na da gelmektedir, bu sayede<\/span> kurumlar siber dayan\u0131kl\u0131l\u0131k(resiliance) kabiliyetlerini maksimize ederek \u00e7e\u015fitli sald\u0131r\u0131lar kar\u015f\u0131s\u0131nda daha verimli bir g\u00fcvenlik \u00e7\u0131kt\u0131s\u0131 sa\u011flayabilirler.<\/p>\n

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2020\u2019nin hayat\u0131m\u0131zdaki en \u00f6nemli d\u00f6nemlerden biri oldu\u011fu olduk\u00e7a a\u00e7\u0131k, teknolojideki ve tehditlerdeki d\u00f6ng\u00fcsel de\u011fi\u015fikliklerin yan\u0131 s\u0131ra, k\u00fcresel bir pandemi ile t\u00fcm d\u00fcnyadaki kurumlar ve t\u00fcketiciler i\u00e7in bir \u00e7ok \u015feyin yeniden planland\u0131\u011f\u0131 bir y\u0131l oldu. Pandemi ile kurulu\u015flar\u0131n \u00e7o\u011funlu\u011funun (%76) (IBM DBR Report), uzaktan \u00e7al\u0131\u015fmaya kolay…<\/p>","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[257],"tags":[],"class_list":["post-7640","post","type-post","status-publish","format-standard","hentry","category-blog"],"acf":[],"yoast_head":"\n2020 Veri S\u0131z\u0131nt\u0131s\u0131 Raporu De\u011ferlendirmesi - Inforte Bili\u015fim A.\u015e.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inforte.com\/en\/2020-veri-sizintisi-raporu-degerlendirmesi\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"2020 Veri S\u0131z\u0131nt\u0131s\u0131 Raporu De\u011ferlendirmesi - Inforte Bili\u015fim A.\u015e.\" \/>\n<meta property=\"og:description\" content=\"2020\u2019nin hayat\u0131m\u0131zdaki en \u00f6nemli d\u00f6nemlerden biri oldu\u011fu olduk\u00e7a a\u00e7\u0131k, teknolojideki ve tehditlerdeki d\u00f6ng\u00fcsel de\u011fi\u015fikliklerin yan\u0131 s\u0131ra, k\u00fcresel bir pandemi ile t\u00fcm d\u00fcnyadaki kurumlar ve t\u00fcketiciler i\u00e7in bir \u00e7ok \u015feyin yeniden planland\u0131\u011f\u0131 bir y\u0131l oldu. Pandemi ile kurulu\u015flar\u0131n \u00e7o\u011funlu\u011funun (%76) (IBM DBR Report), uzaktan \u00e7al\u0131\u015fmaya kolay...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.inforte.com\/en\/2020-veri-sizintisi-raporu-degerlendirmesi\/\" \/>\n<meta property=\"og:site_name\" content=\"Inforte Bili\u015fim A.\u015e.\" \/>\n<meta property=\"article:published_time\" content=\"2020-10-27T09:07:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-10-27T11:38:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.inforte.com\/wp-content\/uploads\/2020\/10\/sizinti1-1-300x240.png\" \/>\n<meta name=\"author\" content=\"Inforte\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Inforte\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.inforte.com\/2020-veri-sizintisi-raporu-degerlendirmesi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.inforte.com\/2020-veri-sizintisi-raporu-degerlendirmesi\/\"},\"author\":{\"name\":\"Inforte\",\"@id\":\"https:\/\/www.inforte.com\/#\/schema\/person\/b0b38e387df23b9b7aa2d8448cebbeb6\"},\"headline\":\"2020 Veri S\u0131z\u0131nt\u0131s\u0131 Raporu De\u011ferlendirmesi\",\"datePublished\":\"2020-10-27T09:07:26+00:00\",\"dateModified\":\"2020-10-27T11:38:29+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.inforte.com\/2020-veri-sizintisi-raporu-degerlendirmesi\/\"},\"wordCount\":1297,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.inforte.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.inforte.com\/2020-veri-sizintisi-raporu-degerlendirmesi\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.inforte.com\/wp-content\/uploads\/2020\/10\/sizinti1-1-300x240.png\",\"articleSection\":[\"Inforte Blog\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.inforte.com\/2020-veri-sizintisi-raporu-degerlendirmesi\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.inforte.com\/2020-veri-sizintisi-raporu-degerlendirmesi\/\",\"url\":\"https:\/\/www.inforte.com\/2020-veri-sizintisi-raporu-degerlendirmesi\/\",\"name\":\"2020 Veri S\u0131z\u0131nt\u0131s\u0131 Raporu De\u011ferlendirmesi - 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