Video Surveillance Systems (VSSs) are used in a wide range of applications including
public safety and perimeter security. They are deployed in places such as markets …

Abstract Virtual Private Network (VPN) can provide a concealed transmission channel for
communication and protect the privacy of users. However, it also brings hidden dangers to …

Object Detection (OD) and Object Tracking (OT) are an important part of autonomous
systems (AS), enabling them to perceive and reason about their surroundings. While both …

The recent years have witnessed the growth of network attacks in the Intrusion Detection
System (IDS) domain, and zero-day exploits are also increasing at an alarming speed …

In service computing, network traffic anomaly detection is pivotal for monitoring and
identifying irregularities in network traffic to uphold the security, reliability, and stability of …

The application of deep learning has become prevalent in the area of network traffic
classification. Deep learning has acquired widespread use in network traffic classification …

The digital revolution has made people more dependent on ICT technology to perform
everyday tasks, whether at home or at work. The systems that support critical aspects of this …

With the proliferation of the Internet of Things, a large amount of data is generated constantly
by industrial systems, corresponding in many cases to critical tasks. It is particularly …

Traditional network intrusion detection systems excel at screening known attack types, but
face significant challenges when dealing with unseen malicious traffic, often misclassifying …

Network anomaly detection plays a vital role in safeguarding network security. However, the
existing network anomaly detection task is typically based on the one-class zero-positive …