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Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure InferenceMoran BaruchNir Druckeret al.2024CSCML 2024
Mezzo TLS 1.3 Protocol, Suitable for Transmitting Already-Encrypted DataNir DruckerShai Gueron2024CSCML 2024
Hierarchical Federated Learning with Multi-Timescale Gradient CorrectionWenzhi FangDong-jun Hanet al.2024NeurIPS 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language ModelsShengyun PengPin-Yu Chenet al.2024NeurIPS 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language ModelsChia-yi HsuYu-Lin Tsaiet al.2024NeurIPS 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss LandscapesXiaomeng XuPin-Yu Chenet al.2024NeurIPS 2024
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MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level GuaranteesRyan ZhangHerbert Woisetschlägeret al.2024NeurIPS 2024
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAIAmbrish RawatStefan Schoepfet al.2024NeurIPS 2024