Auxiliary-Classifier GAN for Malware Analysis
Authors: Rakesh Nagaraju, Mark Stamp | Published: 2021-07-04
Certifiably Robust Interpretation via Renyi Differential Privacy
Authors: Ao Liu, Xiaoyu Chen, Sijia Liu, Lirong Xia, Chuang Gan | Published: 2021-07-04
Machine Learning for Network-based Intrusion Detection Systems: an Analysis of the CIDDS-001 Dataset
Authors: José Carneiro, Nuno Oliveira, Norberto Sousa, Eva Maia, Isabel Praça | Published: 2021-07-02
Segmented Federated Learning for Adaptive Intrusion Detection System
Authors: Geet Shingi, Harsh Saglani, Preeti Jain | Published: 2021-07-02
Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems
Authors: Zixiu Wang, Yiwen Guo, Hu Ding | Published: 2021-06-30 | Updated: 2022-01-21
Robust Distributed Optimization With Randomly Corrupted Gradients
Authors: Berkay Turan, Cesar A. Uribe, Hoi-To Wai, Mahnoosh Alizadeh | Published: 2021-06-28 | Updated: 2022-06-17
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis
Authors: Chuanpu Fu, Qi Li, Meng Shen, Ke Xu | Published: 2021-06-28 | Updated: 2021-09-16
Poisoning the Search Space in Neural Architecture Search
Authors: Robert Wu, Nayan Saxena, Rohan Jain | Published: 2021-06-28
On the (Un-)Avoidability of Adversarial Examples
Authors: Sadia Chowdhury, Ruth Urner | Published: 2021-06-24
Teacher Model Fingerprinting Attacks Against Transfer Learning
Authors: Yufei Chen, Chao Shen, Cong Wang, Yang Zhang | Published: 2021-06-23 | Updated: 2022-06-23