Towards Federated Learning With Byzantine-Robust Client Weighting
Authors: Amit Portnoy, Yoav Tirosh, Danny Hendler | Published: 2020-04-10 | Updated: 2021-05-18
Luring of transferable adversarial perturbations in the black-box paradigm
Authors: Rémi Bernhard, Pierre-Alain Moellic, Jean-Max Dutertre | Published: 2020-04-10 | Updated: 2021-03-03
Blind Adversarial Pruning: Balance Accuracy, Efficiency and Robustness
Authors: Haidong Xie, Lixin Qian, Xueshuang Xiang, Naijin Liu | Published: 2020-04-10
Blind Adversarial Training: Balance Accuracy and Robustness
Authors: Haidong Xie, Xueshuang Xiang, Naijin Liu, Bin Dong | Published: 2020-04-10
Decentralized Differentially Private Segmentation with PATE
Authors: Dominik Fay, Jens Sjölund, Tobias J. Oechtering | Published: 2020-04-10
TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems
Authors: Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu | Published: 2020-04-09
Deep Learning and Open Set Malware Classification: A Survey
Authors: Jingyun Jia | Published: 2020-04-08
High Accuracy Phishing Detection Based on Convolutional Neural Networks
Authors: Suleiman Y. Yerima, Mohammed K. Alzaylaee | Published: 2020-04-08
Feature Partitioning for Robust Tree Ensembles and their Certification in Adversarial Scenarios
Authors: Stefano Calzavara, Claudio Lucchese, Federico Marcuzzi, Salvatore Orlando | Published: 2020-04-07
Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters
Authors: Una-May O'Reilly, Jamal Toutouh, Marcos Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Luogo, Jonathan Kelly, Erik Hemberg | Published: 2020-04-07