Intrusion detection systems: A state-of-the-art taxonomy and survey

M Alkasassbeh, S Al-Haj Baddar - Arabian Journal for Science and …, 2023 - Springer
Abstract Intrusion Detection Systems (IDSs) have become essential to the sound operations
of networks. These systems have the potential to identify and report deviations from normal …

APT beaconing detection: A systematic review

MA Talib, Q Nasir, AB Nassif, T Mokhamed… - Computers & …, 2022 - Elsevier
Abstract Advanced Persistent Threat (APT) is a type of threat that has grabbed the attention
of researchers, particularly in the industrial security field. APTs are cyber intrusions carried …

Early detection of the advanced persistent threat attack using performance analysis of deep learning

JH Joloudari, M Haderbadi, A Mashmool… - IEEE …, 2020 - ieeexplore.ieee.org
One of the most common and critical destructive attacks on the victim system is the
advanced persistent threat (APT)-attack. An APT attacker can achieve its hostile goal …

A novel approach for APT attack detection based on combined deep learning model

C Do Xuan, MH Dao - Neural Computing and Applications, 2021 - Springer
Advanced persistent threat (APT) attack is a malicious attack type which has intentional and
clear targets. This attack technique has become a challenge for information security systems …

APT attack detection based on flow network analysis techniques using deep learning

C Do Xuan, MH Dao… - Journal of Intelligent & …, 2020 - content.iospress.com
Abstract Advanced Persistent Threat (APT) attacks are a form of malicious, intentionally and
clearly targeted attack. This attack technique is growing in both the number of recorded …

Apt-attack detection based on multi-stage autoencoders

H Neuschmied, M Winter, B Stojanović… - Applied Sciences, 2022 - mdpi.com
In the face of emerging technological achievements, cyber security remains a significant
issue. Despite the new possibilities that arise with such development, these do not come …

Explainable deep learning approach for advanced persistent threats (APTs) detection in cybersecurity: a review

NHA Mutalib, AQM Sabri, AWA Wahab… - Artificial Intelligence …, 2024 - Springer
Abstract In recent years, Advanced Persistent Threat (APT) attacks on network systems have
increased through sophisticated fraud tactics. Traditional Intrusion Detection Systems (IDSs) …

[HTML][HTML] A novel approach for detecting advanced persistent threats

J Al-Saraireh - Egyptian Informatics Journal, 2022 - Elsevier
Cyber security has been drawing massive attention in recent years due to human reliance
on new technology, and systems. Therefore, securing these systems against cyber-attacks …

A multi-layer approach for advanced persistent threat detection using machine learning based on network traffic

CD Xuan, D Duong, HX Dau - Journal of Intelligent & Fuzzy …, 2021 - content.iospress.com
Abstract Advanced Persistent Threat (APT) is a dangerous network attack method that is
widely used by attackers nowadays. During the APT attack process, attackers often use …

Design and development of automated threat hunting in industrial control systems

M Arafune, S Rajalakshmi, L Jaldon… - … and other Affiliated …, 2022 - ieeexplore.ieee.org
Traditional industrial systems, eg, power plants, water treatment plants, etc., were built to
operate highly isolated and controlled capacity. Recently, Industrial Control Systems (ICSs) …