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Bobby Filar

Sublime Security

Head of AI at Sublime Security. Research on agentic systems, LLM evaluation, adversarial ML, and AI governance.

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#reinforcement learning

Content tagged with "reinforcement learning"

MalwareRL
2021-04-01
#Reinforcement Learning #Adversarial ML

Malware bypass research using reinforcement learning.

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Learning to Evade Static PE Machine Learning Malware Models via Reinforcement Learning
2018-01-26 Hyrum S. Anderson, Anant Kharkar, Bobby Filar, David Evans, Phil Roth arXiv preprint
#Reinforcement Learning #Adversarial ML #Featured

An RL agent that learns to make non-breaking modifications to malicious PE binaries to evade static ML-based malware classifiers.

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