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Delta reveals that traditional safety testing alone can overlook critical optimality issues, identifying over 2,500 such problems in DRL agents.
Malicious changes can evade detection by up to 22% when interleaved with benign alterations, challenging the reliability of LLM-based code auditors in real-world scenarios.
Automatically exploiting web application vulnerabilities is now significantly more feasible, with AutoEG achieving over 80% success where previous methods struggled to reach 33%.