In-Context Bias Propagation in LLM-Based Tabular Data Generation
- Pol Garcia Recasens
- Alberto Gutierrez-torre
- et al.
- 2025
- ICML 2025
Publications
221 results for Adversarial Robustness and Privacy
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
Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models
- Xiaomeng Xu
- Pin-Yu Chen
- et al.
- 2025
- AAAI 2025
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- Zhaitang Li
- 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
The Inherent Adversarial Robustness of Analog In-Memory Computing
- 2025
- Nature Communications
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training
- Kristjan Greenewald
- Yuancheng Yu
- et al.
- 2024
- NeurIPS 2024
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
- Ambrish Rawat
- Stefan Schoepf
- et al.
- 2024
- NeurIPS 2024