Understanding Overfitting in Adversarial Training via Kernel Regression
Authors: Teng Zhang, Kang Li | Published: 2023-04-13 | Updated: 2023-04-19
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Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators
Authors: Hongye Xu, Dongfang Liu, Cory Merkel, Michael Zuzak | Published: 2023-04-12 | Updated: 2023-04-14
Zero-Knowledge Proof-based Practical Federated Learning on Blockchain
Authors: Zhibo Xing, Zijian Zhang, Meng Li, Jiamou Liu, Liehuang Zhu, Giovanni Russello, Muhammad Rizwan Asghar | Published: 2023-04-12 | Updated: 2023-04-24
RRHF: Rank Responses to Align Language Models with Human Feedback without tears
Authors: Zheng Yuan, Hongyi Yuan, Chuanqi Tan, Wei Wang, Songfang Huang, Fei Huang | Published: 2023-04-11 | Updated: 2023-10-07
Privacy-Preserving Matrix Factorization for Recommendation Systems using Gaussian Mechanism
Authors: Sohan Salahuddin Mugdho, Hafiz Imtiaz | Published: 2023-04-11
Multi-step Jailbreaking Privacy Attacks on ChatGPT
Authors: Haoran Li, Dadi Guo, Wei Fan, Mingshi Xu, Jie Huang, Fanpu Meng, Yangqiu Song | Published: 2023-04-11 | Updated: 2023-11-01
RecUP-FL: Reconciling Utility and Privacy in Federated Learning via User-configurable Privacy Defense
Authors: Yue Cui, Syed Irfan Ali Meerza, Zhuohang Li, Luyang Liu, Jiaxin Zhang, Jian Liu | Published: 2023-04-11
Balancing Privacy and Performance for Private Federated Learning Algorithms
Authors: Xiangjian Hou, Sarit Khirirat, Mohammad Yaqub, Samuel Horvath | Published: 2023-04-11 | Updated: 2023-08-18
Gradient-based Uncertainty Attribution for Explainable Bayesian Deep Learning
Authors: Hanjing Wang, Dhiraj Joshi, Shiqiang Wang, Qiang Ji | Published: 2023-04-10
Reinforcement Learning-Based Black-Box Model Inversion Attacks
Authors: Gyojin Han, Jaehyun Choi, Haeil Lee, Junmo Kim | Published: 2023-04-10