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cs.CR2026
Stealthy Backdoor Attacks against LLMs Based on Natural Style Triggers
Jiali Wei, Ming Fan, Guoheng Sun +3
The growing application of large language models (LLMs) in safety-critical domains has raised urgent concerns about their security. Many recent studies have demonstrated the feasib…
cs.CR2025
AEGIS : Automated Co-Evolutionary Framework for Guarding Prompt Injections Schema
Ting-Chun Liu, Ching-Yu Hsu, Kuan-Yi Lee +2
Prompt injection attacks pose a significant challenge to the safe deployment of Large Language Models (LLMs) in real-world applications. While prompt-based detection offers a light…