Author

Saastha Vasan

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#artificial intelligence Review Oct 2026

CyberArena: Benchmarking AI Agents in Live Symmetric Attack-and-Defense Combat

CyberArena is a dynamic, symmetric adversarial benchmark built around multi-round attack-and-defense combat, and introduces a dynamical model that maps match dynamics into unified, multidimensional scores across offensive, defensive, and domain-specific capabilities.

Bangya Liu, Jianhong Tu, Yu-Jing Pan et al. · 0 citations

#small language model Review Sep 2026

A SoK for SoCs: Reading the TI Leaves on AI for Cyber Threat Intelligence Generation and Sharing

Three research directions for automating the production of shareable intelligence are derived from a literature survey of academic papers, organizing the CTI lifecycle into three stages: Threat Data Collection, CTI Generation and Sharing, and CTI Consumption.

Saastha Vasan, Hadjer Benkraouda, Jizhou Chen et al. · 0 citations