Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning

Gorka Abad; Servio Paguada; Oğuzhan Ersoy; Stjepan Picek; Víctor Julio Ramírez-Durán; Aitor Urbieta

doi:10.1109/satml54575.2023.00033

ScienceGate Book Chapters

JOURNAL ARTICLE

Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning

Gorka Abad Servio Paguada Oğuzhan Ersoy Stjepan Picek Víctor Julio Ramírez-Durán Aitor Urbieta

Year: 2023 Pages: 377-391

DOI: 10.1109/satml54575.2023.00033

Get Full-Text PDF Get Analytical Report

Abstract

\n Contains fulltext :\n 295536.pdf (Publisher’s version ) (Open Access)\n

Keywords:

Backdoor Computer science MNIST database Exploit Computer security Leverage (statistics) Inversion (geology) Artificial intelligence Artificial neural network Deep learning Machine learning

Metrics

Cited By

1.28

FWCI (Field Weighted Citation Impact)

Refs

0.79

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Privacy-Preserving Technologies in Data

Physical Sciences → Computer Science → Artificial Intelligence

Adversarial Robustness in Machine Learning

Physical Sciences → Computer Science → Artificial Intelligence

Cryptography and Data Security

Physical Sciences → Computer Science → Artificial Intelligence

Sniper Backdoor: Single Client Targeted Backdoor Attack in Federated Learning

Abstract

Metrics

Citation History

Topics

Related Documents

Shadow backdoor attack: Multi-intensity backdoor attack against federated learning

A sparse and invisible targeted backdoor attack in federated learning

Single-client GAN-based backdoor attacks for Asynchronous Federated Learning

Double Momentum Backdoor Attack in Federated Learning

Clean-Label Backdoor Attack In Federated Learning