2 papers
cs.CR2025
Checkpoint-GCG: Auditing and Attacking Fine-Tuning-Based Prompt Injection Defenses
Xiaoxue Yang, Bozhidar Stevanoski, Matthieu Meeus +1
Large language models (LLMs) are increasingly deployed in real-world applications ranging from chatbots to agentic systems, where they are expected to process untrusted data and fo…
cs.LG2025
Multi-Turn Jailbreaks Are Simpler Than They Seem
Xiaoxue Yang, Jaeha Lee, Anna-Katharina Dick +3
While defenses against single-turn jailbreak attacks on Large Language Models (LLMs) have improved significantly, multi-turn jailbreaks remain a persistent vulnerability, often ach…