Federated Learning Under Attack: Exposing Vulnerabilities through Data Poisoning Attacks in Computer Networks

1 code implementation • 5 Mar 2024 • Ehsan Nowroozi, Imran Haider, Rahim Taheri, Mauro Conti

In LF, we randomly flipped the labels of benign data and trained the model on the manipulated data.

Data Poisoning Federated Learning

Unscrambling the Rectification of Adversarial Attacks Transferability across Computer Networks

no code implementations • 26 Oct 2023 • Ehsan Nowroozi, Samaneh Ghelichkhani, Imran Haider, Ali Dehghantanha

Convolutional neural networks (CNNs) models play a vital role in achieving state-of-the-art performances in various technological fields.