Abstract Cyberattacks on Cyber-Physical Systems (CPS) are on the rise due to CPS
increased networked connectivity and may cause costly environmental hazards as well as …

In the past ten years, the source of DDoS has migrated to botnets composed of IoT devices.
The scale of DDoS attacks increases dramatically with the number of IoT devices. New …

In this paper, we propose an adaptive intrusion response solution based on deep
reinforcement learning, namely DeepAir, to effectively defend against cyber-attacks in …

Nowadays, Information and Communication Technology (ICT) infrastructures play a crucial
role for human beings, providing essential services at astonishing speed. Nevertheless …

Intrusion Response is a relatively new field of research. Recent approaches for the creation
of Intrusion Response Systems (IRSs) use Reinforcement Learning (RL) as a primary …

For the current problems of complex network state, difficulty in fast response to intrusion and
poor adaptation of response decision in fog computing environment, in this paper, we …

Owing to the increasing number of cybersecurity threats targeting industrial control systems
(ICSs), intrusion response systems (IRSs) have become essential. However, the current …

Network connectivity exposes the network infrastructure and assets to vulnerabilities that
attackers can exploit. Protecting network assets against attacks requires the application of …

With the increasing frequency and sophistication of network attacks, network administrators
are facing tremendous challenges in making fast and optimum decisions during critical …

Autonomous and connected vehicles are rapidly evolving, integrating numerous
technologies and software. This progress, however, has made them appealing targets for …