VP-NTK: Exploring the Benefits of Visual Prompting in Differentially Private Data Synthesis
- Chia-yi Hsu
- Jia You Chen
- et al.
- 2025
- ICASSP 2025
Publications
Date
Featured collections
Popular topics
218 results for Adversarial Robustness and Privacy
Retention Score: Quantifying Jailbreak Risks for Vision Language Models
- Zhaitang Li
- Pin-Yu Chen
- et al.
- 2025
- AAAI 2025
- Topic
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
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
Membership Inference Attacks Against Time-Series Models
- Noam Koren
- Abigail Goldsteen
- et al.
- 2024
- ACML 2024
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
- 2024
- AIES 2024
On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets
- Ching-yun Ko
- Pin-Yu Chen
- et al.
- 2024
- COLM 2024