Outputs (2)

A novel deep synthesis-based insider intrusion detection (DS-IID) model for malicious insiders and AI-generated threats (2025)
Journal Article
Kotb, H. M., Gaber, T., AlJanah, S., Zawbaa, H. M., & Alkhathami, M. (2025). A novel deep synthesis-based insider intrusion detection (DS-IID) model for malicious insiders and AI-generated threats. Scientific Reports, 15, Article 207. https://doi.org/10.1038/s41598-024-84673-w

Insider threats pose a significant challenge to IT security, particularly with the rise of generative AI technologies, which can create convincing fake user profiles and mimic legitimate behaviors. Traditional intrusion detection systems struggle to... Read More about A novel deep synthesis-based insider intrusion detection (DS-IID) model for malicious insiders and AI-generated threats.

An investigation of feature reduction, transferability, and generalization in AWID datasets for secure Wi-Fi networks (2025)
Journal Article

The widespread use of wireless networks to transfer an enormous amount of sensitive information has caused a plethora of vulnerabilities and privacy issues. The management frames, particularly authentication and association frames, are vulnerable to... Read More about An investigation of feature reduction, transferability, and generalization in AWID datasets for secure Wi-Fi networks.