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cs.CR2026
Cybersecurity is the True Frontier for Generative AI Success or Failure
Edward Raff, Maor Ashkenazi, Sagar Samtani +2
Cybersecurity is a real-life test-bed for many machine learning problems at once, especially when considering modern strides in using Large Language Models (LLMs) to automate proce…
cs.LG2026
Towards Improved Anomaly Detection for Cloud Cybersecurity via Graph Neural Networks
Manu Nandan, TJ Jaymes, Michael Brautbar +1
Detecting security threats in an organization's cloud computing environment has become necessary due to the increased reliance on cloud infrastructure. Logging of all cloud computi…
cs.CR2026
SubstratumGraphEnv: Reinforcement Learning Environment (RLE) for Modeling System Attack Paths
Bahirah Adewunmi, Edward Raff, Sanjay Purushotham
Automating network security analysis, particularly the identification of potential attack paths, presents significant challenges. Due in part to the sequential, interconnected, and…