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
Detecting Unsuccessful Students in Cybersecurity Exercises in Two Different Learning Environments
Authors: Valdemar Švábenský, Kristián Tkáčik, Aubrey Birdwell, Richard Weiss, Ryan S. Baker, Pavel Čeleda, Jan Vykopal, Jens Mache, Ankur Chattopadhyay | Published: 2024-08-16
DePrompt: Desensitization and Evaluation of Personal Identifiable Information in Large Language Model Prompts
Authors: Xiongtao Sun, Gan Liu, Zhipeng He, Hui Li, Xiaoguang Li | Published: 2024-08-16
A Robust Multi-Stage Intrusion Detection System for In-Vehicle Network Security using Hierarchical Federated Learning
Authors: Muzun Althunayyan, Amir Javed, Omer Rana | Published: 2024-08-15