DeSFAM: An Adaptive eBPF and AI-Driven Framework for Securing Cloud Containers in Real Time

DeSFAM: An Adaptive eBPF and AI-Driven Framework for Securing Cloud Containers in Real Time

Containerized applications offer lightweight and scalable deployment but remain exposed to security risks due to a shared kernel. We present DeSFAM (Dynamic eBPF-driven Syscall Filtering and Anomaly Mitigation), a real-time security framework that enforces least-privilege syscall usage and detects b...

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Bibliographic Details
Main Authors: Sehar Zehra, Hassan Jamil Syed, Fahad Samad, Ummay Faseeha
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Anomaly detection
cloud containers
container security
eBPF monitoring
real-time threat detection
syscall filtering
Online Access:https://ieeexplore.ieee.org/document/11095719/
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