30 citations · 31 across the 4 of their papers we have counts for
3 papers · 1 filter
Where Cyber Agents Struggle: Bottleneck Analysis of Multi-Stage LLM Agents
Saeedeh Lohrasbi, Mohammad Mamun, Ahmed Yehia +2
Multi-stage LLM-based cyber agents may complete attack workflows while remaining brittle, costly, or reliant on incorrect interpretations of execution evidence. Success rates alone…
Governing AI-Assisted Security Operations: A Design Science Framework for Operational Decision Support
Elyson A. De La Cruz, Rishikesh Sahay, Md Rasel Al Mamun
Engineering managers increasingly must decide how to introduce generative artificial intelligence (AI), retrieval-augmented generation, and coding agents into high-risk operational…
Autonomous Adversary: Red-Teaming in the age of LLM
Mohammad Mamun, Mohamed Gaber, Scott Buffett +1
Language Model Agents (LMAs) are emerging as a powerful primitive for augmenting red-team operations. They can support attack planning, adversary emulation, and the orchestration o…