435 citations · 481 across the 9 of their papers we have counts for
9 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…
Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG Signals
Zhibo Zhang, Sani Umar, Ahmed Y. Al Hammadi +5
The major aim of this paper is to explain the data poisoning attacks using label-flipping during the training stage of the electroencephalogram (EEG) signal-based human emotion eva…
A Late Multi-Modal Fusion Model for Detecting Hybrid Spam E-mail
Zhibo Zhang, Ernesto Damiani, Hussam Al Hamadi +2
In recent years, spammers are now trying to obfuscate their intents by introducing hybrid spam e-mail combining both image and text parts, which is more challenging to detect in co…
Explainable Artificial Intelligence to Detect Image Spam Using Convolutional Neural Network
Zhibo Zhang, Ernesto Damiani, Hussam Al Hamadi +2
Image spam threat detection has continually been a popular area of research with the internet's phenomenal expansion. This research presents an explainable framework for detecting…
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research
Zhibo Zhang, Hussam Al Hamadi, Ernesto Damiani +2
This survey presents a comprehensive review of current literature on Explainable Artificial Intelligence (XAI) methods for cyber security applications. Due to the rapid development…
A new database of Houma Alliance Book ancient handwritten characters and classifier fusion approach
Xiaoyu Yuan, Zhibo Zhang, Yabo Sun +3
The Houma Alliance Book is one of the national treasures of the Museum in Shanxi Museum Town in China. It has great historical significance in researching ancient history. To date,…