Runpeng Geng

According to our database, Runpeng Geng authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

PIArena: A Platform for Prompt Injection Evaluation.

Runpeng Geng, Chenlong Yin, Yanting Wang, Ying Chen, Jinyuan Jia

CoRR, April, 2026

AgentWatcher: A Rule-based Prompt Injection Monitor.

Yanting Wang, Wei Zou, Runpeng Geng, Jinyuan Jia

CoRR, April, 2026

PISmith: Reinforcement Learning-based Red Teaming for Prompt Injection Defenses.

Chenlong Yin, Runpeng Geng, Yanting Wang, Jinyuan Jia

CoRR, March, 2026

2025

TASO: Jailbreak LLMs via Alternative Template and Suffix Optimization.

Yanting Wang, Runpeng Geng, Jinghui Chen, Minhao Cheng, Jinyuan Jia

CoRR, November, 2025

PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization.

Runpeng Geng, Yanting Wang, Chenlong Yin, Minhao Cheng, Ying Chen, Jinyuan Jia

CoRR, November, 2025

UniC-RAG: Universal Knowledge Corruption Attacks to Retrieval-Augmented Generation.

Runpeng Geng, Yanting Wang, Ying Chen, Jinyuan Jia

CoRR, August, 2025

AttnTrace: Attention-based Context Traceback for Long-Context LLMs.

Yanting Wang, Runpeng Geng, Ying Chen, Jinyuan Jia

CoRR, August, 2025

PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models.

Wei Zou, Runpeng Geng, Binghui Wang, Jinyuan Jia

Proceedings of the 34th USENIX Security Symposium, 2025

TracLLM: A Generic Framework for Attributing Long Context LLMs.

Yanting Wang, Wei Zou, Runpeng Geng, Jinyuan Jia

Proceedings of the 34th USENIX Security Symposium, 2025

2024

PoisonedRAG: Knowledge Poisoning Attacks to Retrieval-Augmented Generation of Large Language Models.

Wei Zou, Runpeng Geng, Binghui Wang, Jinyuan Jia

CoRR, 2024

Formalizing and Benchmarking Prompt Injection Attacks and Defenses.

Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong

Proceedings of the 33rd USENIX Security Symposium, 2024

2023

Prompt Injection Attacks and Defenses in LLM-Integrated Applications.

Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong

CoRR, 2023