Membership Inference Attacks by Exploiting Loss Trajectory
Authors: Yiyong Liu, Zhengyu Zhao, Michael Backes, Yang Zhang | Published: 2022-08-31
Fraud Dataset Benchmark and Applications
Authors: Prince Grover, Julia Xu, Justin Tittelfitz, Anqi Cheng, Zheng Li, Jakub Zablocki, Jianbo Liu, Hao Zhou | Published: 2022-08-30 | Updated: 2023-09-22
A Black-Box Attack on Optical Character Recognition Systems
Authors: Samet Bayram, Kenneth Barner | Published: 2022-08-30
Attack detection based on machine learning algorithms for different variants of Spectre attacks and different Meltdown attack implementations
Authors: Zhongkai Tong, Ziyuan Zhu, Yusha Zhang, Yuxin Liu, Dan Meng | Published: 2022-08-30
Reducing Certified Regression to Certified Classification for General Poisoning Attacks
Authors: Zayd Hammoudeh, Daniel Lowd | Published: 2022-08-29 | Updated: 2022-12-29
Reinforcement Learning for Hardware Security: Opportunities, Developments, and Challenges
Authors: Satwik Patnaik, Vasudev Gohil, Hao Guo, Jeyavijayan, Rajendran | Published: 2022-08-29
Towards Adversarial Purification using Denoising AutoEncoders
Authors: Dvij Kalaria, Aritra Hazra, Partha Pratim Chakrabarti | Published: 2022-08-29
Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning
Authors: Anshuka Rangi, Haifeng Xu, Long Tran-Thanh, Massimo Franceschetti | Published: 2022-08-29
Lateral Movement Detection Using User Behavioral Analysis
Authors: Deepak Kushwaha, Dhruv Nandakumar, Akshay Kakkar, Sanvi Gupta, Kevin Choi, Christopher Redino, Abdul Rahman, Sabthagiri Saravanan Chandramohan, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila | Published: 2022-08-29
Overparameterization from Computational Constraints
Authors: Sanjam Garg, Somesh Jha, Saeed Mahloujifar, Mohammad Mahmoody, Mingyuan Wang | Published: 2022-08-27 | Updated: 2022-10-15