Unifying Gradients to Improve Real-world Robustness for Deep Networks
Authors: Yingwen Wu, Sizhe Chen, Kun Fang, Xiaolin Huang | Published: 2022-08-12 | Updated: 2023-08-24
攻撃手法
Analysis, Detection, and Classification of Android Malware using System Calls
Authors: Shubham Shakya, Mayank Dave | Published: 2022-08-12
Shielding Federated Learning Systems against Inference Attacks with ARM TrustZone
Authors: Aghiles Ait Messaoud, Sonia Ben Mokhtar, Vlad Nitu, Valerio Schiavoni | Published: 2022-08-11 | Updated: 2022-10-15
Membership Inference Attacks via Adversarial Examples
Authors: Hamid Jalalzai, Elie Kadoche, Rémi Leluc, Vincent Plassier | Published: 2022-07-27 | Updated: 2022-11-23
Perception-Aware Attack: Creating Adversarial Music via Reverse-Engineering Human Perception
Authors: Rui Duan, Zhe Qu, Shangqing Zhao, Leah Ding, Yao Liu, Zhuo Lu | Published: 2022-07-26
Careful What You Wish For: on the Extraction of Adversarially Trained Models
Authors: Kacem Khaled, Gabriela Nicolescu, Felipe Gohring de Magalhães | Published: 2022-07-21
Digital Twin-based Intrusion Detection for Industrial Control Systems
Authors: Seba Anna Varghese, Alireza Dehlaghi Ghadim, Ali Balador, Zahra Alimadadi, Panos Papadimitratos | Published: 2022-07-20
DualCF: Efficient Model Extraction Attack from Counterfactual Explanations
Authors: Yongjie Wang, Hangwei Qian, Chunyan Miao | Published: 2022-05-13
l-Leaks: Membership Inference Attacks with Logits
Authors: Shuhao Li, Yajie Wang, Yuanzhang Li, Yu-an Tan | Published: 2022-05-13
How to Combine Membership-Inference Attacks on Multiple Updated Models
Authors: Matthew Jagielski, Stanley Wu, Alina Oprea, Jonathan Ullman, Roxana Geambasu | Published: 2022-05-12