Cybersecurity

SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents

Ali Nemati8 hours ago27 sec read2 views0 listens

SecureWebArena is introduced as the first holistic security evaluation benchmark for large vision-language model (LVLM)-based web agents, addressing the need for comprehensive risk assessment beyond narrow scenarios. This tool includes six simulated environments and a multi-layered evaluation protocol that analyzes agent vulnerabilities across internal reasoning, behavioral trajectory, and task outcome dimensions, revealing critical trade-offs between specialization and security in LVLMs.

Read the full article at arXiv cs.CR (Cryptography & Security)

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