Algorithm Design

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
Algorithm Design
System Observability
Simulation Result Evaluation

Smooth Anonymity for Sparse Graphs

Authors: Alessandro Epasto, Hossein Esfandiari, Vahab Mirrokni, Andres Munoz Medina | Published: 2022-07-13 | Updated: 2024-05-14
Algorithm Design
Dataset evaluation
Privacy Protection Method

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
Algorithm Design
Data Selection Strategy
Model Performance Evaluation

Game of Trojans: A Submodular Byzantine Approach

Authors: Dinuka Sahabandu, Arezoo Rajabi, Luyao Niu, Bo Li, Bhaskar Ramasubramanian, Radha Poovendran | Published: 2022-07-13
Algorithm Design
Model Performance Evaluation
Strategic Game

dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data Generation

Authors: Sofiane Mahiou, Kai Xu, Georgi Ganev | Published: 2022-07-12
Algorithm Design
Privacy Protection
Privacy Enhancing Technology

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
Algorithm Design
Information-Theoretic Privacy
Optimization Methods

SALSA: Attacking Lattice Cryptography with Transformers

Authors: Emily Wenger, Mingjie Chen, François Charton, Kristin Lauter | Published: 2022-07-11 | Updated: 2023-04-21
Algorithm Design
Model Design and Accuracy
Optimization Methods

PUF-Phenotype: A Robust and Noise-Resilient Approach to Aid Intra-Group-based Authentication with DRAM-PUFs Using Machine Learning

Authors: Owen Millwood, Jack Miskelly, Bohao Yang, Prosanta Gope, Elif Kavun, Chenghua Lin | Published: 2022-07-11
Algorithm Design
Model Design and Accuracy
Defense Method

Best Subset Selection with Efficient Primal-Dual Algorithm

Authors: Shaogang Ren, Guanhua Fang, Ping Li | Published: 2022-07-05
Algorithm Design
Optimization Problem
Feature Selection Method

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
Algorithm Design
Poisoning
Defense Method