Insider Threat Detection: A Review

P Manoharan, J Yin, H Wang… - … on Networking and …, 2024 - ieeexplore.ieee.org
… access, making them difficult to detect using traditional security … review examines the
landscape of insider threat detection, exploring existing approaches and the spectrum of detection

A review of insider threat detection approaches with IoT perspective

A Kim, J Oh, J Ryu, K Lee - IEEE Access, 2020 - ieeexplore.ieee.org
… It also describes insider threats in the IoT environment by … In Chapter V, we analyze insider
threat detection studies by … Scholar service using ‘‘insider threat detection’’ as queries. Of the …

Deep learning for insider threat detection: Review, challenges and opportunities

S Yuan, X Wu - Computers & Security, 2021 - Elsevier
… At the end of this section, we review the existing deep learning based insider threat detection
papers in literature and categorize them based on the adopted deep learning architectures. …

Detection and prediction of insider threats to cyber security: a systematic literature review and meta-analysis

IA Gheyas, AE Abdallah - Big data analytics, 2016 - Springer
… To identify the best-to-date insider threat detection and prediction algorithms, our meta-…
We rank the insider threat detection and prediction algorithms presented in the 13 selected …

[HTML][HTML] Insider threat detection in cyber-physical systems: a systematic literature review

MN Al-Mhiqani, T Alsboui, T Al-Shehari… - Computers and …, 2024 - Elsevier
… field of insider threat detection, which lacks a systematic review of CPS security. This study
aims to comprehensively review and analyse relevant studies on insider threat detection in …

A review of insider threat detection: Classification, machine learning techniques, datasets, open challenges, and recommendations

MN Al-Mhiqani, R Ahmad, Z Zainal Abidin, W Yassin… - Applied Sciences, 2020 - mdpi.com
… This section reviews and analyzes the relevant studies on insider threat detection. Many
aspects were investigated to establish a broad understanding of various studies examined …

Insider threat detection using deep learning: A review

M Raut, S Dhavale, A Singh… - 2020 3rd international …, 2020 - ieeexplore.ieee.org
… Kill Chain, especially in the context of Insider Threat Detection. It is an integral part of User
… This work explores the realm of Insider Threat Detection under the lens of Deep Learning as …

[PDF][PDF] Review of insider and insider threat detection in the organizations

A Subhani, IA Khan, A Zubair - Journal of Advanced Research in …, 2021 - academia.edu
… to protect these threat. Methodology: This paper reviews the research done on the insider
threat … the insiders - representing types of insiders, motivation, insider access, methods used by …

A review of recent advances, challenges, and opportunities in malicious insider threat detection using machine learning methods

FR Alzaabi, A Mehmood - IEEE Access, 2024 - ieeexplore.ieee.org
… ABSTRACT Insider threat detection has become a paramount concern in … of insider threat
detection, highlighting its significance in the current landscape of cybersecurity. The review

[PDF][PDF] SoK: A Systematic Review of Insider Threat Detection.

A Kim, J Oh, J Ryu, J Lee, K Kwon, K Lee - J. Wirel. Mob. Networks …, 2019 - jowua.com
review consists of three items. First, we examine the different types of insider threats based
on insider characteristics and insider … make possible detecting insider threats in an automated …