Publications

228 results for Adversarial Robustness and Privacy

Parameterized Abstract Interpretation for Transformer Verification
- - Pei Huang
  - Dennis Wei
  - et al.
- 2026
- AAAI 2026
Conference paper
Phrase-grounded Fact-checking for Automatically Generated Chest X-ray Reports
- - Razi Mahmood
  - Diego Machado Reyes
  - et al.
- 2025
- MICCAI 2025
Conference paper
Learn more about our Adversarial Robustness and Privacy work
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- - Ivoline Ngong
  - Swanand Ravindra Kadhe
  - et al.
- 2025
- ACL 2025
Paper
A Unified Framework for Generative AI Safety
- - Pin-Yu Chen
- 2025
- ICML 2025
Invited talk
In-Context Bias Propagation in LLM-Based Tabular Data Generation
- - Pol Garcia Recasens
  - Alberto Gutierrez-torre
  - et al.
- 2025
- ICML 2025
Workshop paper
MAD-MAX: Modular And Diverse Malicious AttackMiXtures for Automated LLM Red Teaming
- - Stefan Schoepf
  - Muhammad Zaid Hameed
  - et al.
- 2025
- ICML 2025
Workshop paper
PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection
- - Wei Li
  - Pin-Yu Chen
  - et al.
- 2025
- CVPR 2025
Conference paper
Large Language Models can Become Strong Self-Detoxifiers
- - Irene Ko
  - Pin-Yu Chen
  - et al.
- 2025
- ICLR 2025
Conference paper
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- - Zaitang Li
  - Pin-Yu Chen
  - et al.
- 2025
- AAAI 2025
Conference paper
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
- - Xiaomeng Xu
  - Pin-Yu Chen
  - et al.
- 2025
- AAAI 2025
Conference paper