Publications

659 results for Security

Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
- - Shengyun Peng
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- - Xiaomeng Xu
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
- - Wenzhi Fang
  - Dong-jun Han
  - et al.
- 2024
- NeurIPS 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
- - Chia-yi Hsu
  - Yu-Lin Tsai
  - et al.
- 2024
- NeurIPS 2024
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models
- - Zhaitang Li
  - Pin-Yu Chen
  - et al.
- 2024
- NeurIPS 2024
Unified Lookup Tables: Privacy-Preserving Foundation Models
- - Nikita Janakarajan
  - Irina Espejo Morales
  - et al.
- 2024
- NeurIPS 2024
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- - Ryan Zhang
  - Herbert Woisetschläger
  - 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
One Tree to Rule Them All: Optimizing GGM Trees and OWFs for Post-Quantum Signatures
- - Carsten Baum
  - Ward Beullens
  - et al.
- 2024
- AsiaCrypt 2024
SQIsign2D-West: The Fast, the Small, and the Safer
- - Andrea Basso
  - Pierrick Dartois
  - et al.
- 2024
- AsiaCrypt 2024