Publications

229 results for Adversarial Robustness and Privacy

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
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
- - Corey Lammie
  - Julian Büchel
  - et al.
- 2025
- Nature Communications
Exploring Research and Tools in AI Security: A Systematic Mapping Study
- - Sidhant Narula
  - Mohammad Ghasemigol
  - et al.
- 2025
- IEEE Access
Privacy without Noisy Gradients: Slicing Mechanism for Generative Model Training
- - Kristjan Greenewald
  - Yuancheng Yu
  - et al.
- 2024
- NeurIPS 2024
Unified Lookup Tables: Privacy-Preserving Foundation Models
- - Nikita Janakarajan
  - Irina Espejo Morales
  - 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
- - Giandomenico Cornacchia
  - Kieran Fraser
  - et al.
- 2024
- AIES 2024