The proliferation of IoT services has spurred a surge in network attacks, heightening
cybersecurity concerns. Essential to network defense, intrusion detection and prevention …

The ever-growing network traffic threat landscape necessitates adopting accurate and
robust intrusion detection systems (IDSs). IDSs have become a research hotspot and have …

Online anomaly detection is critical for industrial safety and security monitoring but is facing
challenges due to the complexity of evolving data streams from working conditions and …

Network Intrusion Detection Systems (NIDSs) are essential components of modern network
security controls, with the primary objective of detecting cyber-attacks and malicious …

Over the past few decades, machine learning-based cybersecurity attack detection systems
have become widely used to combat sophisticated cyberattacks. Many previous studies …