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cs.AI2025
When Developer Aid Becomes Security Debt: A Systematic Analysis of Insecure Behaviors in LLM Coding Agents
Matous Kozak, Roshanak Zilouchian Moghaddam, Siva Sivaraman
LLM-based coding agents are rapidly being deployed in software development, yet their safety implications remain poorly understood. These agents, while capable of accelerating soft…
cs.CR2025★ 2 cited
Effectiveness of Adversarial Benign and Malware Examples in Evasion and Poisoning Attacks
Matouš Kozák, Martin Jureček
Adversarial attacks present significant challenges for malware detection systems. This research investigates the effectiveness of benign and malicious adversarial examples (AEs) in…