Artificial Intelligence in Malware and Network Intrusion Detection: A Comprehensive Survey of Techniques, Datasets, Challenges, and Future Directions

Moamin, Saif A. H.; Abdulhameed, Muhannad Kaml; Al-Amri, Rusul Mansoor; Radhi, Ahmed Dheyaa; Naser, Rusul Kadhim; Pheng, Liaw Geok

doi:10.58496/bjai/2025/008

Artificial Intelligence in Malware and Network Intrusion Detection: A Comprehensive Survey of Techniques, Datasets, Challenges, and Future Directions

As cyber threats evolve in complexity and scale, traditional detection mechanisms are increasingly inadequate. This paper presents a comprehensive survey of artificial intelligence (AI) applications in malware and network intrusion detection, emphasizing the integration of intelligent techniques …