Detecting Advanced Persistent Threat Exfiltration With Ensemble Deep Learning Tree Models and Novel Detection Metrics

Detecting Advanced Persistent Threat Exfiltration With Ensemble Deep Learning Tree Models and Novel Detection Metrics

Advanced Persistent Threats (APTs) involve attackers maintaining a long-term presence on victim systems, leading to the stealthy exfiltration of sensitive data during network transfers. Despite existing methods to detect and halt APT data exfiltration, these attacks continue to pose significant thre...

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Bibliographic Details
Main Authors: Xiaojuan Cai, Haibo Zhang, Chuadhry Mujeeb Ahmed, Hiroshi Koide
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Advanced persistent threat
data exfiltration
deep learning
privacy preserving
Online Access:https://ieeexplore.ieee.org/document/10990168/
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