How many perturbations break this model? Evaluating robustness beyond adversarial accuracy
Authors: Raphael Olivier, Bhiksha Raj | Published: 2022-07-08 | Updated: 2023-08-10
Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms
Authors: Ehsan Hallaji, Roozbeh Razavi-Far, Mehrdad Saif | Published: 2022-07-05
Best Subset Selection with Efficient Primal-Dual Algorithm
Authors: Shaogang Ren, Guanhua Fang, Ping Li | Published: 2022-07-05
Defending against the Label-flipping Attack in Federated Learning
Authors: Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez, Alberto Blanco-Justicia | Published: 2022-07-05
Federated Split GANs
Authors: Pranvera Kortoçi, Yilei Liang, Pengyuan Zhou, Lik-Hang Lee, Abbas Mehrabi, Pan Hui, Sasu Tarkoma, Jon Crowcroft | Published: 2022-07-04
Machine Learning in Access Control: A Taxonomy and Survey
Authors: Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj, Mahmoud Abdelsalam, Ram Krishnan, Ravi Sandhu | Published: 2022-07-04
Domain-Independent Deception: Definition, Taxonomy and the Linguistic Cues Debate
Authors: Rakesh M. Verma, Nachum Dershowitz, Victor Zeng, Xuting Liu | Published: 2022-07-04
High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent
Authors: Paul Mangold, Aurélien Bellet, Joseph Salmon, Marc Tommasi | Published: 2022-07-04 | Updated: 2023-04-09
Wild Networks: Exposure of 5G Network Infrastructures to Adversarial Examples
Authors: Giovanni Apruzzese, Rodion Vladimirov, Aliya Tastemirova, Pavel Laskov | Published: 2022-07-04
Cybersecurity: Past, Present and Future
Authors: Shahid Alam | Published: 2022-07-04 | Updated: 2024-03-03