리소스 살펴보기/Quiver – Using Cutting Edge ML to Detect Command Lines for Hunters | Gal Braun and Dean Langsam
6월 26, 2023
Quiver – Using Cutting Edge ML to Detect Command Lines for Hunters | Gal Braun and Dean Langsam
What do GPT3, DALL-E2, and Copilot have in common? By grasping the structure and nature of language, these projects can generate text, images, and code that provide added value to a user. Now, they even understand command lines!
Quiver – QUick Verifier for Threat HuntER - is an application aimed at understanding command lines and performing tasks like Attribution, Classification, Anomaly Detection, and many others.
DALL-E2 is known to take an input prompt in human language and draw a stunning image with impressive matching results; GPT3 and similar projects can create an infinite amount of text seemingly written by a real person, while Github’s Copilot can generate entire functions from a comment string.
Command lines are a language in themselves and can be taught and learned the same way other languages can. And the application can be as versatile as we want. Imagine giving a command line to an input prompt and getting the probability of it being a reverse shell, by an Iranian actor, or maybe used for cybercrime. A single prompt on its own may not help so much, but with the power of language models algorithms, the threat hunter can have millions of answers in a matter of minutes, shedding a light on the most important or urgent activities within the network.
In this session, Dean and Gal demonstrate how they developed such a model, along with real-world examples of how the model is used in applications like anomaly detection, attribution, and classification.
Quiver – Using Cutting Edge ML to Detect Command Lines for Hunters | Gal Braun and Dean Langsam
관련 리소스
데이터시트
Singularity™ Complete AI 지원 엔드포인트와 클라우드 보안
점점 더 복잡해지는 보안 아키텍처와 데이터 소스, 제한된 리소스, 더욱 정교해지는 공격에 직면한 보안 팀은 AI 지원 공격 세례에 대비하느라…
지금 읽기
Resource
SentinelOne PartnerOne - America's 2025
⛳️ Last week in Pebble Beach the America's best cybersecurity partners came together for our annual PartnerOne summit. Check out…
View Asset
Resource
Just a Sec: Cybersecurity Unfiltered—Fast, Frank, and From the Front Lines
Welcome to the first-ever Just A Sec, a no-holds-barred, quick-fire monthly livestream. It’s cybersecurity like you’ve never heard it before—unfiltered,…
View Asset
Resource
LABScon24 Replay | A Walking Red Flag (With Yellow Stars) | Cary & Benincasa
China's cybersecurity competition ecosystem has grown significantly since 2017, with over 150 unique events and more than 400 total competitions.…
View Asset
세계에서 가장 앞선 사이버 보안 플랫폼 경험하기
지능적인 자율형 사이버 보안 플랫폼이 현재와 미래의 조직을 어떻게 보호할 수 있는지 알아보세요.
