Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- Ivoline Ngong
- Swanand Ravindra Kadhe
- et al.
- 2025
- ACL 2025
Publications
225 results for Adversarial Robustness and Privacy
A Unified Framework for Generative AI Safety
- 2025
- ICML 2025
MAD-MAX: Modular And Diverse Malicious AttackMiXtures for Automated LLM Red Teaming
- Stefan Schoepf
- Muhammad Zaid Hameed
- et al.
- 2025
- ICML 2025
In-Context Bias Propagation in LLM-Based Tabular Data Generation
- Pol Garcia Recasens
- Alberto Gutierrez-torre
- et al.
- 2025
- ICML 2025
PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection
- Wei Li
- Pin-Yu Chen
- et al.
- 2025
- CVPR 2025
Large Language Models can Become Strong Self-Detoxifiers
- Irene Ko
- Pin-Yu Chen
- et al.
- 2025
- ICLR 2025
VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
- Chia-yi Hsu
- Jia You Chen
- et al.
- 2025
- ICASSP 2025
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- Zhaitang Li
- Pin-Yu Chen
- et al.
- 2025
- AAAI 2025
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
- Xiaomeng Xu
- Pin-Yu Chen
- et al.
- 2025
- AAAI 2025
Is My Data in Your Retrieval Database? Membership Inference Attacks Against Retrieval Augmented Generation
- Maya Anderson
- Guy Amit
- et al.
- 2025
- ICISSP 2025