1 citations · 2 across the 4 of their papers we have counts for
4 papers
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification
Zhibo Zhang, Pengfei Li, Ahmed Y. Al Hammadi +3
This paper presents a reputation-based threat mitigation framework that defends potential security threats in electroencephalogram (EEG) signal classification during model aggregat…
A Robust Adversary Detection-Deactivation Method for Metaverse-oriented Collaborative Deep Learning
Pengfei Li, Zhibo Zhang, Ameena S. Al-Sumaiti +2
Metaverse is trending to create a digital circumstance that can transfer the real world to an online platform supported by large quantities of real-time interactions. Pre-trained A…
Data Poisoning Attacks on EEG Signal-based Risk Assessment Systems
Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi +3
Industrial insider risk assessment using electroencephalogram (EEG) signals has consistently attracted a lot of research attention. However, EEG signal-based risk assessment system…
Explainable Label-flipping Attacks on Human Emotion Assessment System
Zhibo Zhang, Ahmed Y. Al Hammadi, Ernesto Damiani +1
This paper's main goal is to provide an attacker's point of view on data poisoning assaults that use label-flipping during the training phase of systems that use electroencephalogr…