3 papers
cs.AI2026
Reasoning-Driven Synthetic Data Generation and Evaluation
Tim R. Davidson, Benoit Seguin, Enrico Bacis +2
Although many AI applications of interest require specialized multi-modal models, relevant data to train such models is inherently scarce or inaccessible. Filling these gaps with h…
cs.CR2025
Democratizing ML for Enterprise Security: A Self-Sustained Attack Detection Framework
Sadegh Momeni, Ge Zhang, Birkett Huber +4
Despite advancements in machine learning for security, rule-based detection remains prevalent in Security Operations Centers due to the resource intensiveness and skill gap associa…
cs.CR2025
X-Guard: Multilingual Guard Agent for Content Moderation
Bibek Upadhayay, Vahid Behzadan, Ph. D
Large Language Models (LLMs) have rapidly become integral to numerous applications in critical domains where reliability is paramount. Despite significant advances in safety framew…