Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD
Authors: Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov, Nicolas Papernot | Published: 2023-07-01 | Updated: 2024-07-16
Literature Database
Provable Robust Watermarking for AI-Generated Text
Authors: Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang | Published: 2023-06-30 | Updated: 2023-10-13
TrojanNet: Detecting Trojans in Quantum Circuits using Machine Learning
Authors: Subrata Das, Swaroop Ghosh | Published: 2023-06-29
A Survey on Enterprise Network Security: Asset Behavioral Monitoring and Distributed Attack Detection
Authors: Minzhao Lyu, Hassan Habibi Gharakheili, Vijay Sivaraman | Published: 2023-06-29
Group-based Robustness: A General Framework for Customized Robustness in the Real World
Authors: Weiran Lin, Keane Lucas, Neo Eyal, Lujo Bauer, Michael K. Reiter, Mahmood Sharif | Published: 2023-06-29 | Updated: 2024-03-10
On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks
Authors: Wenxiao Wang, Soheil Feizi | Published: 2023-06-28
On the Exploitability of Instruction Tuning
Authors: Manli Shu, Jiongxiao Wang, Chen Zhu, Jonas Geiping, Chaowei Xiao, Tom Goldstein | Published: 2023-06-28 | Updated: 2023-10-28
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing
Authors: Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen | Published: 2023-06-28
MLSMM: Machine Learning Security Maturity Model
Authors: Felix Jedrzejewski, Davide Fucci, Oleksandr Adamov | Published: 2023-06-28
Can Twitter be used to Acquire Reliable Alerts against Novel Cyber Attacks?
Authors: Dincy R Arikkat, Vinod P., Rafidha Rehiman K. A., Andrea Di Sorbo, Corrado A. Visaggio, Mauro Conti | Published: 2023-06-28