Relations Between Entity Sizes and Error-Correction Coding Codewords and Effective Data Loss
- 2024
- International Journal On Advances In Networks And Services
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Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure Inference
- Moran Baruch
- Nir Drucker
- et al.
- 2024
- CSCML 2024
Mezzo TLS 1.3 Protocol, Suitable for Transmitting Already-Encrypted Data
- Nir Drucker
- Shai Gueron
- 2024
- CSCML 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
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
- Wenzhi Fang
- Dong-jun Han
- et al.
- 2024
- NeurIPS 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
- Shengyun Peng
- Pin-Yu Chen
- 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
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- Xiaomeng Xu
- Pin-Yu Chen
- 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