FedNet2Net: Saving Communication and Computations in Federated Learning with Model Growing
Authors: Amit Kumar Kundu, Joseph Jaja | Published: 2022-07-19
Algorithm Design
A Certifiable Security Patch for Object Tracking in Self-Driving Systems via Historical Deviation Modeling
Authors: Xudong Pan, Qifan Xiao, Mi Zhang, Min Yang | Published: 2022-07-18
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting
Authors: Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Swanand Kadhe, Heiko Ludwig | Published: 2022-07-15
Mobile Keystroke Biometrics Using Transformers
Authors: Giuseppe Stragapede, Paula Delgado-Santos, Ruben Tolosana, Ruben Vera-Rodriguez, Richard Guest, Aythami Morales | Published: 2022-07-15 | Updated: 2022-10-04
Smooth Anonymity for Sparse Graphs
Authors: Alessandro Epasto, Hossein Esfandiari, Vahab Mirrokni, Andres Munoz Medina | Published: 2022-07-13 | Updated: 2024-05-14
A Personalised User Authentication System based on EEG Signals
Authors: Christos Stergiadis, Vasiliki-Despoina Kostaridou, Simeon Veloudis, Dimitrios Kazis, Manousos Klados | Published: 2022-07-13 | Updated: 2022-07-14
Game of Trojans: A Submodular Byzantine Approach
Authors: Dinuka Sahabandu, Arezoo Rajabi, Luyao Niu, Bo Li, Bhaskar Ramasubramanian, Radha Poovendran | Published: 2022-07-13
dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data Generation
Authors: Sofiane Mahiou, Kai Xu, Georgi Ganev | Published: 2022-07-12
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility
Authors: Behrooz Razeghi, Flavio P. Calmon, Deniz Gunduz, Slava Voloshynovskiy | Published: 2022-07-11
SALSA: Attacking Lattice Cryptography with Transformers
Authors: Emily Wenger, Mingjie Chen, François Charton, Kristin Lauter | Published: 2022-07-11 | Updated: 2023-04-21