Yanting Wang

According to our database, Yanting Wang authored at least 15 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• 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

EnsembleSHAP: Faithful and Certifiably Robust Attribution for Random Subspace Method.

Yanting Wang, Jinyuan Jia

CoRR, March, 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

PIShield: Detecting Prompt Injection Attacks via Intrinsic LLM Features.

Wei Zou, Yupei Liu, Yanting Wang, Ying Chen, Neil Gong, Jinyuan Jia

CoRR, October, 2025

SecInfer: Preventing Prompt Injection via Inference-time Scaling.

Yupei Liu, Yanting Wang, Yuqi Jia, Jinyuan Jia, Neil Zhenqiang Gong

CoRR, September, 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

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

TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning.

Yupei Liu, Yanting Wang, Jinyuan Jia

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models.

Yuzhou Nie, Yanting Wang, Jinyuan Jia, Michael J. De Lucia, Nathaniel D. Bastian, Wenbo Guo, Dawn Song

CoRR, 2024

FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models.

Yanting Wang, Wei Zou, Jinyuan Jia

Proceedings of the IEEE Symposium on Security and Privacy, 2024

MMCert: Provable Defense Against Adversarial Attacks to Multi-Modal Models.

Yanting Wang, Hongye Fu, Wei Zou, Jinyuan Jia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024