[HTML][HTML] Advanced persistent threat attack detection method in cloud computing based on autoencoder and softmax regression algorithm

FJ Abdullayeva - Array, 2021 - Elsevier
Abstract APT (Advanced Persistent Threat) is a complex type of attack that steals personal
data by staying in the infected system for a long time. When APT attacks take place in a …

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 …

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 …

Detecting APT attacks based on network traffic using machine learning

C Do Xuan - Journal of Web Engineering, 2021 - ieeexplore.ieee.org
Advanced Persistent Threat (APT) attacks are a form of malicious, intentionally and clearly
targeted attack. By using many sophisticated and complicated methods and technologies to …

A hybrid ensemble machine learning model for detecting APT attacks based on network behavior anomaly detection

N Saini, V Bhat Kasaragod… - Concurrency and …, 2023 - Wiley Online Library
A persistent, targeted cyber attack is called an advanced persistent threat (APT) attack. The
attack is mainly launched to gain sensitive information, take over the system, and for …

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 …

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 …

Modeling and detection of the multi-stages of Advanced Persistent Threats attacks based on semi-supervised learning and complex networks characteristics

A Zimba, H Chen, Z Wang, M Chishimba - Future Generation Computer …, 2020 - Elsevier
Abstract Advanced Persistent Threats (APT) present the most sophisticated types of attacks
to modern networks which have proved to be very challenging to address. Using …

A review of APT attack detection methods and defense strategies

K Xing, A Li, R Jiang, Y Jia - 2020 IEEE Fifth International …, 2020 - ieeexplore.ieee.org
Cyberspace has been threatened by attacks ever since its birth. With the development of the
Internet and artificial intelligence, forms of cyberattacks are emerging in endlessly, and …

Detection of advanced persistent threat using machine-learning correlation analysis

I Ghafir, M Hammoudeh, V Prenosil, L Han… - Future Generation …, 2018 - Elsevier
As one of the most serious types of cyber attack, Advanced Persistent Threats (APT) have
caused major concerns on a global scale. APT refers to a persistent, multi-stage attack with …