DTITD: An Intelligent Insider Threat Detection Framework Based on Digital Twin and Self-Attention Based Deep Learning Models

ZQ Wang, A El Saddik - IEEE Access, 2023 - ieeexplore.ieee.org
Recent statistics and studies show that the loss generated by insider threats is much higher
than that generated by external attacks. More and more organizations are investing in or …

Research on behavior-based data leakage incidents for the sustainable growth of an organization

J Kim, J Kim, H Chang - Sustainability, 2020 - mdpi.com
With the continuously increasing number of data leakage security incidents caused by
organization insiders, current security activities cannot predict a data leakage. Because such …

SPYRAPTOR: A Stream-based Smart Query System for Real-Time Threat Hunting within Enterprise

D Zhu, H Sun, N Li, B Mi… - 2023 26th International …, 2023 - ieeexplore.ieee.org
In view of the concealment and destructiveness of insider threats, to detect insider threats is
very important for protecting the security of enterprises and organizations. Especially for …

基于操作注意力和数据增强的内部威胁检测

冯冠云, 付才, 吕建强, 韩兰胜 - 网络与信息安全学报 - infocomm-journal.com
内部威胁是组织中出现重大安全隐患的主要原因之一, 也是一个长期的挑战.
通过分析现有的内部威胁数据, 指出内部威胁检测最大的挑战在于数据不平衡 …

Tom: A threat operating model for early warning of cyber security threats

T Bo, Y Chen, C Wang, Y Zhao, KY Lam… - Advanced Data Mining …, 2019 - Springer
Threat profiling helps reveal the current trends of attacks, and underscores the significance
of specific vulnerabilities, hence serves as the means for providing an early warning of …

Insider threat detection and prevention using semantic score and dynamic multi-fuzzy classifier

M Singh, S Sangeetha… - International Journal of …, 2023 - inderscienceonline.com
Insider threat detection methods are usually based on machine and deep learning
techniques. They consider insider threat as an anomaly detection problem. These methods …

Insider Threat Detection Through Individual to Role and Psychometric Group Distance Features With Supervised Machine Learning Methods

K Clements - 2024 - search.proquest.com
Insider threats are a continually growing concern for organizations that can result in
significant negative impacts including financial and reputational damage. Detecting these …

Insider threat detection based on operational attention and data augmentation.

F Guanyun, FU Cai, LYU Jianqiang… - Chinese Journal of …, 2023 - search.ebscohost.com
In recent years, there has been an increased focus on the issue of insider threats. Insider
threats are a major cause security breaches in organizations and pose an ongoing …

[PDF][PDF] Measuring the Effectiveness of Information-Security Education, Training, and Awareness

R Alén - dsv.su.se
Data breaches are becoming more frequent year by year, and the threat caused by the
phenomenon to businesses and societies increases along with the number of attacks. So …