2 papers
cs.CR2026
Benchmarking and Exploring the Capabilities of LLMs for Attack Investigations
Aniket Anand, Yiwei Hou, Daniel Fields +4
This paper presents AuditBench, a new benchmark dataset for evaluating the capabilities of LLMs at investigating security-related system audit logs. We design and use this benchmar…
cs.LG2026
Measuring, Localizing, and Ablating Alignment Signatures in LLMs
Aniket Anand, Janvijay Singh, Zhewei Sun +2
Aligned language models often exhibit a recognizable AI-like style, yet its connection to post-training and internal representations remains poorly understood. In this work, we stu…