AI a cikin Ayyukan Tsaro na Cyber
AI yana taimaka wa ƙungiyoyin tsaro su tattara biliyoyin abubuwan da suka faru don gano harin da mutane ba za su rasa ba, kuma suna ƙara mayar da martani ta atomatik.
Dubawa
It is a double-edged sword, since attackers use the same tools to write malware and craft convincing phishing.
Zurfafa nutsewa
Cibiyoyin Ayyukan Tsaro (SOCs) sun nutse cikin faɗakarwa, kuma AI ita ce injin da ke ba da damar sarrafa ambaliyar. Samfuran koyan na'ura suna kafa ginshiƙan halayen al'ada, sa'an nan kuma zayyana abubuwan da ba su dace ba kamar lokutan shiga da ba a saba gani ba, motsi ta gefe a cikin hanyar sadarwa, ko haɓaka bayanai. Wannan yana ba da ikon Binciken Halayen Mai amfani da Mahalli (UEBA) da dandamali na SIEM na zamani da XDR daga masu siyarwa kamar CrowdStrike, Microsoft, da Palo Alto. AI kuma yana haɓaka farautar barazanar, rarrabuwa na malware, da gano ɓarna. Ƙara, manyan samfuran harshe suna aiki a matsayin 'matukan tsaro' waɗanda ke taƙaita abubuwan da suka faru, rubuta ƙa'idodin ganowa, da ba da shawarar matakan amsawa. Bangaren juyewa: abokan gaba suna amfani da AI don samar da malware na polymorphic, muryoyin zurfafa don zamba, da kuma ƙwaƙƙwaran phishing, don haka yanzu tseren makamai ne na AI-da-AI.
Fahimtar Fasaha
Yawancin ƙimar ta fito ne daga gano rashin ƙarfi maimakon daidaita sa hannu. Maimakon neman sanannun-mummunan alamu, ƙira suna koyon yadda 'na al'ada' ke kama da kowane mai amfani, na'ura, da kwararar hanyar sadarwa, sannan maki karkacewa. Dabaru sun haɗa da tari, autoencoders, da ƙwaƙƙwaran bishiyu akan fasali kamar mitar shiga da kundin byte. Matsala mai wuyar ƙirƙira ce: ƙirar hayaniya wacce ke kukan wolf ba a kula da ita ba, don haka daidaitawa da madaukai masu sharhi suna da mahimmanci.
Dabarun Tasiri
Kudin da kasafin kuɗi
Hukunce-hukuncen gine-gine suna haifar da aiki da tsadar aiki na shekaru.
Shawarwari masu haske
Ilimin fasaha yana taimaka wa ƙungiyoyi su zaɓi tari mai kyau, ba kawai sabon abu ba.
Kula da inganci
Zaɓuɓɓukan injiniya mafi kyau suna rage abin dogaro a cikin samarwa.
Makomar AI a cikin Ayyukan Tsaro na Cyber
Yi tsammanin ƙarin amsa mai cin gashin kansa, inda AI ba kawai ganowa ba amma ya ƙunshi barazanar ta hanyar ware runduna ko soke takaddun shaida a cikin daƙiƙa, da sauri fiye da kowane ɗan adam. Ma'aikatan jirgin sama na LLM za su kula da ƙarin aikin grunt na bincike. A lokaci guda, masu kare za su buƙaci amintar da AI da kanta daga allura da sauri, gubar bayanai, da sata samfurin. tseren makamai yana ƙaruwa yayin da maharan ke sarrafa bincike da yin amfani da tsararraki, suna mai da sauri da tsaro mai dacewa da yanke hukunci.
Aiwatar da Gaskiyar Duniya
UEBA tana ba da alamar asusun ma'aikaci wanda ke zazzage gigabytes na bayanai ba zato ba tsammani a karfe 3 na safe a matsayin mai yuwuwar barazana ko keta doka.
Kayan aikin gano ƙarshen ƙarshen kamar CrowdStrike Falcon ta amfani da ML don ganowa da toshe malware na labari ba tare da sa hannu na farko ba.
Tacewar tsaro ta imel ta amfani da AI don kama mashi-phishing wanda ba shi da sanannun hanyoyin haɗin yanar gizo ko haɗe-haɗe
Matukan tsaro na taƙaita kutsawa matakai da yawa a cikin filayen lokaci na Turanci da tsara matakan ƙullawa ga manazarta.
Hatsari & Tsare-tsare
Haɓaka ma'auni ɗaya na iya ɓoye manyan raunin tsarin.
Sau da yawa ana raina kayan more rayuwa da kuma kuɗin kulawa.
Tsaro da gibin lura na iya girma yayin da tsarin ke ƙara haɓaka.
Taswirar Hanya
Ƙayyade latency, inganci, da maƙasudin farashi kafin aiwatarwa.
Alamar ma'auni a ƙarƙashin ainihin kaya da yanayin bayanai.
Kula da kayan aiki don kurakurai, ɗigo, da tasirin mai amfani.
Shirya bijirowa da hanyoyin mayar da martani kafin sikeli.
Ci gaba da Bincike
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Jagora na gaba
Ayyukan AI
Tambayoyin da ake yawan yi
What is AI in Cybersecurity Operations?
AI yana taimaka wa ƙungiyoyin tsaro su tattara biliyoyin abubuwan da suka faru don gano harin da mutane ba za su rasa ba, kuma suna ƙara mayar da martani ta atomatik. Takobi ne mai kaifi biyu, tun da maharan suna amfani da kayan aikin iri ɗaya don rubuta malware da ƙwararrun ƙwanƙwasa.
Menene gano tushen rashin ƙarfi ya aikata wanda gano tushen sa hannu baya yi?
Gano Anomaly yana ƙirƙira ɗabi'a na yau da kullun da ƙima mai ƙima, yana barin shi ya kama sabon barazanar ba tare da sa hannun sananne ba.
Menene UEBA ke tsayawa a ayyukan tsaro?
UEBA tana tsaye ne don Binciken Halayen Mai amfani da Mahalli, wanda ke ba da bayanin halayen al'ada don gano barazanar masu ciki da asusun da aka lalata.
Me yasa maganganun karya suke zama babbar matsala ga AI a cikin SOC?
Yawancin ƙararrawar ƙarya suna haifar da gajiyawar faɗakarwa, don haka manazarta na iya yin watsi da barazanar gaske; daidaitawa da madaukai na amsa suna da mahimmanci.
Ta yaya maharan ke amfani da AI a cikin tsaro ta yanar gizo?
Abokan gaba suna amfani da AI don ƙirƙirar ɓarna na ɓarna, zurfafa zurfafawa, da ƙwaƙƙwaran ɓarna, suna rura wutar tseren makamai na AI-versus-AI.
Menene babban haɗari na dogaro ga ma'aikatan tsaro na AI waɗanda LLMs ke ƙarfafawa?
Kayan aikin tushen LLM suna gabatar da sabbin wuraren kai hari kamar allura da sauri da gubar bayanai waɗanda dole ne masu tsaro su kiyaye.