Parameterized Abstract Interpretation for Transformer Verification
- Pei Huang
- Dennis Wei
- et al.
- 2026
- AAAI 2026
Publications
229 results for Adversarial Robustness and Privacy
Phrase-grounded Fact-checking for Automatically Generated Chest X-ray Reports
- Razi Mahmood
- Diego Machado Reyes
- et al.
- 2025
- MICCAI 2025
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
- Ivoline Ngong
- Swanand Ravindra Kadhe
- et al.
- 2025
- ACL 2025
A Unified Framework for Generative AI Safety
- 2025
- ICML 2025
In-Context Bias Propagation in LLM-Based Tabular Data Generation
- Pol Garcia Recasens
- Alberto Gutierrez-torre
- et al.
- 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
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
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- Zaitang Li
- Pin-Yu Chen
- et al.
- 2025
- AAAI 2025
PEEL the Layers and Find Yourself: Revisiting Inference-time Data Leakage for Residual Neural Networks
- Huzaifa Arif
- Keerthiram Murugesan
- et al.
- 2025
- IEEE SaTML 2025