2 papers
cs.CR2026
Evaluating MCC for Low-Frequency Cyberattack Detection in Imbalanced Intrusion Detection Data
Prameshwar Thiyagarajan, Chad A. Williams
In many real-world network environments, several types of cyberattacks occur at very low rates compared to benign traffic, making them difficult for intrusion detection systems (ID…
cs.CL2025
UniToMBench: Integrating Perspective-Taking to Improve Theory of Mind in LLMs
Prameshwar Thiyagarajan, Vaishnavi Parimi, Shamant Sai +5
Theory of Mind (ToM), the ability to understand the mental states of oneself and others, remains a challenging area for large language models (LLMs), which often fail to predict hu…