I-GCN: Robust Graph Convolutional Network via Influence Mechanism
Authors: Haoxi Zhan, Xiaobing Pei | Published: 2020-12-11
GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking
Authors: Lilas Alrahis, Satwik Patnaik, Faiq Khalid, Muhammad Abdullah Hanif, Hani Saleh, Muhammad Shafique, Ozgur Sinanoglu | Published: 2020-12-10
Privacy-preserving medical image analysis
Authors: Alexander Ziller, Jonathan Passerat-Palmbach, Théo Ryffel, Dmitrii Usynin, Andrew Trask, Ionésio Da Lima Costa Junior, Jason Mancuso, Marcus Makowski, Daniel Rueckert, Rickmer Braren, Georgios Kaissis | Published: 2020-12-10
Composite Adversarial Attacks
Authors: Xiaofeng Mao, Yuefeng Chen, Shuhui Wang, Hang Su, Yuan He, Hui Xue | Published: 2020-12-10
Research Challenges in Designing Differentially Private Text Generation Mechanisms
Authors: Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier | Published: 2020-12-10
Risk Management Framework for Machine Learning Security
Authors: Jakub Breier, Adrian Baldwin, Helen Balinsky, Yang Liu | Published: 2020-12-09
An Isolation Forest Learning Based Outlier Detection Approach for Effectively Classifying Cyber Anomalies
Authors: Rony Chowdhury Ripan, Iqbal H. Sarker, Md Musfique Anwar, Md. Hasan Furhad, Fazle Rahat, Mohammed Moshiul Hoque, Muhammad Sarfraz | Published: 2020-12-09
Constant-round Blind Classical Verification of Quantum Sampling
Authors: Kai-Min Chung, Yi Lee, Han-Hsuan Lin, Xiaodi Wu | Published: 2020-12-09 | Updated: 2021-10-25
Ditto: Fair and Robust Federated Learning Through Personalization
Authors: Tian Li, Shengyuan Hu, Ahmad Beirami, Virginia Smith | Published: 2020-12-08 | Updated: 2021-06-15
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks
Authors: Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong | Published: 2020-12-07 | Updated: 2021-12-02