A survey on industrial control system testbeds and datasets for security research
The increasing digitization and interconnection of legacy Industrial Control Systems (ICSs)
open new vulnerability surfaces, exposing such systems to malicious attackers. Furthermore …
open new vulnerability surfaces, exposing such systems to malicious attackers. Furthermore …
Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations
Methods from machine learning are used in the design of secure Industrial Control Systems.
Such methods focus on two major areas: detection of intrusions at the network level using …
Such methods focus on two major areas: detection of intrusions at the network level using …
Deep learning based attack detection for cyber-physical system cybersecurity: A survey
With the booming of cyber attacks and cyber criminals against cyber-physical systems
(CPSs), detecting these attacks remains challenging. It might be the worst of times, but it …
(CPSs), detecting these attacks remains challenging. It might be the worst of times, but it …
An ensemble deep learning-based cyber-attack detection in industrial control system
A Al-Abassi, H Karimipour, A Dehghantanha… - Ieee …, 2020 - ieeexplore.ieee.org
The integration of communication networks and the Internet of Things (IoT) in Industrial
Control Systems (ICSs) increases their vulnerability towards cyber-attacks, causing …
Control Systems (ICSs) increases their vulnerability towards cyber-attacks, causing …
Efficient cyber attack detection in industrial control systems using lightweight neural networks and pca
M Kravchik, A Shabtai - IEEE transactions on dependable and …, 2021 - ieeexplore.ieee.org
Industrial control systems (ICSs) are widely used and vital to industry and society. Their
failure can have severe impact on both the economy and human life. Hence, these systems …
failure can have severe impact on both the economy and human life. Hence, these systems …
Cybersecurity in industrial control systems: Issues, technologies, and challenges
Abstract Industrial Control Systems (ICSs) play an important role in today's industry by
providing process automation, distributed control, and process monitoring. ICS was …
providing process automation, distributed control, and process monitoring. ICS was …
CNN based method for the development of cyber-attacks detection algorithms in industrial control systems
D Nedeljkovic, Z Jakovljevic - Computers & Security, 2022 - Elsevier
Extensive communication between smart devices in contemporary Industrial Control
Systems (ICS) opens up a vast area for different cyber-attacks and malicious threats. The …
Systems (ICS) opens up a vast area for different cyber-attacks and malicious threats. The …
[图书][B] Data analytics for cybersecurity
VP Janeja - 2022 - books.google.com
As the world becomes increasingly connected, it is also more exposed to a myriad of cyber
threats. We need to use multiple types of tools and techniques to learn and understand the …
threats. We need to use multiple types of tools and techniques to learn and understand the …
Sok: Explainable machine learning for computer security applications
Explainable Artificial Intelligence (XAI) aims to improve the transparency of machine
learning (ML) pipelines. We systematize the increasingly growing (but fragmented) …
learning (ML) pipelines. We systematize the increasingly growing (but fragmented) …
Toward detection and attribution of cyber-attacks in IoT-enabled cyber–physical systems
AN Jahromi, H Karimipour… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Securing Internet-of-Things (IoT)-enabled cyber-physical systems (CPS) can be challenging,
as security solutions developed for general information/operational technology (IT/OT) …
as security solutions developed for general information/operational technology (IT/OT) …