Tracing Privacy Leakage of Language Models to Training Data via Adjusted Influence Functions
Authors: Jinxin Liu, Zao Yang | Published: 2024-08-20 | Updated: 2024-09-05
文献データベース
Privacy Technologies for Financial Intelligence
Authors: Yang Li, Thilina Ranbaduge, Kee Siong Ng | Published: 2024-08-19
Transferring Backdoors between Large Language Models by Knowledge Distillation
Authors: Pengzhou Cheng, Zongru Wu, Tianjie Ju, Wei Du, Zhuosheng Zhang Gongshen Liu | Published: 2024-08-19
Regularization for Adversarial Robust Learning
Authors: Jie Wang, Rui Gao, Yao Xie | Published: 2024-08-19 | Updated: 2024-08-22
Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning
Authors: Tiansheng Huang, Gautam Bhattacharya, Pratik Joshi, Josh Kimball, Ling Liu | Published: 2024-08-18 | Updated: 2024-09-03
Security Concerns in Quantum Machine Learning as a Service
Authors: Satwik Kundu, Swaroop Ghosh | Published: 2024-08-18
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
Authors: Huitong Jin, Yipeng Zhou, Laizhong Cui, Quan Z. Sheng | Published: 2024-08-18
BaThe: Defense against the Jailbreak Attack in Multimodal Large Language Models by Treating Harmful Instruction as Backdoor Trigger
Authors: Yulin Chen, Haoran Li, Yirui Zhang, Zihao Zheng, Yangqiu Song, Bryan Hooi | Published: 2024-08-17 | Updated: 2025-01-10
MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector
Authors: Wenjie Fu, Huandong Wang, Chen Gao, Guanghua Liu, Yong Li, Tao Jiang | Published: 2024-08-16
PatUntrack: Automated Generating Patch Examples for Issue Reports without Tracked Insecure Code
Authors: Ziyou Jiang, Lin Shi, Guowei Yang, Qing Wang | Published: 2024-08-16