Picture for Josep Domingo-Ferrer

Josep Domingo-Ferrer

Digital Forgetting in Large Language Models: A Survey of Unlearning Methods

Add code
Apr 02, 2024
Viaarxiv icon

Multi-Task Faces Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks

Add code
Nov 20, 2023
Figure 1 for Multi-Task Faces  Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks
Figure 2 for Multi-Task Faces  Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks
Figure 3 for Multi-Task Faces  Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks
Figure 4 for Multi-Task Faces  Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks
Viaarxiv icon

An Examination of the Alleged Privacy Threats of Confidence-Ranked Reconstruction of Census Microdata

Add code
Nov 06, 2023
Viaarxiv icon

Defending Against Backdoor Attacks by Layer-wise Feature Analysis

Add code
Feb 24, 2023
Viaarxiv icon

GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs)

Add code
Nov 03, 2022
Viaarxiv icon

Enhanced Security and Privacy via Fragmented Federated Learning

Add code
Jul 13, 2022
Figure 1 for Enhanced Security and Privacy via Fragmented Federated Learning
Figure 2 for Enhanced Security and Privacy via Fragmented Federated Learning
Figure 3 for Enhanced Security and Privacy via Fragmented Federated Learning
Figure 4 for Enhanced Security and Privacy via Fragmented Federated Learning
Viaarxiv icon

Defending against the Label-flipping Attack in Federated Learning

Add code
Jul 05, 2022
Figure 1 for Defending against the Label-flipping Attack in Federated Learning
Figure 2 for Defending against the Label-flipping Attack in Federated Learning
Figure 3 for Defending against the Label-flipping Attack in Federated Learning
Figure 4 for Defending against the Label-flipping Attack in Federated Learning
Viaarxiv icon

FL-Defender: Combating Targeted Attacks in Federated Learning

Add code
Jul 02, 2022
Figure 1 for FL-Defender: Combating Targeted Attacks in Federated Learning
Figure 2 for FL-Defender: Combating Targeted Attacks in Federated Learning
Figure 3 for FL-Defender: Combating Targeted Attacks in Federated Learning
Figure 4 for FL-Defender: Combating Targeted Attacks in Federated Learning
Viaarxiv icon

A Critical Review on the Use of Differential Privacy in Machine Learning

Add code
Jun 09, 2022
Figure 1 for A Critical Review on the Use  of Differential Privacy in Machine Learning
Figure 2 for A Critical Review on the Use  of Differential Privacy in Machine Learning
Figure 3 for A Critical Review on the Use  of Differential Privacy in Machine Learning
Figure 4 for A Critical Review on the Use  of Differential Privacy in Machine Learning
Viaarxiv icon

Secure and Privacy-Preserving Federated Learning via Co-Utility

Add code
Aug 04, 2021
Figure 1 for Secure and Privacy-Preserving Federated Learning via Co-Utility
Figure 2 for Secure and Privacy-Preserving Federated Learning via Co-Utility
Figure 3 for Secure and Privacy-Preserving Federated Learning via Co-Utility
Figure 4 for Secure and Privacy-Preserving Federated Learning via Co-Utility
Viaarxiv icon