Security Data Scientist @avast_antivirus. Work in intersection of Threat Hunting, Red Teaming and Machine Learning. Two Master Degrees, OSCP, GREM, GDAT.
Mar 21, 2022 • 6 tweets • 4 min read
While #DataScience for defensive #infosec is ubiquitous amongst security solutions (generally PE evaluation, but system telemetry analysis is catching up), #MachineLearning for #offensive security is still in the discovery phase.
A brief review on promising techniques in🧵
1) Adversarial malware - use AI to generate evasive malware samples. A lot of publications here. I assume some AI-powered packers might appear in the next 2 to 4 years. Good starting point if you want to dig deeper here is this library by @zangobot: github.com/pralab/secml_m…
