Evaluate Namespace as a Labeling System for Malware Detection

Date
2021-12-02
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Abstract

Nowadays, kernel tracing tools are built on limited Linux features. In this thesis, we explore a new method to help improving kernel tracing. We modified Memorizer, a novel kernel tracing tool that offers a comprehensive coverage of kernel accesses, and combined it with the Linux Namespace system. As an original compartment feature in Linux, introducing namespaces gives us a chance to describe kernel accesses and exploit behaviors in a different perspective. Experiments showed that our modified Memorizer can provide novel insights about how the kernel works between modules and containers. Moreover, we proposed a series of analysis methods that allows us to extract a small and unique profile for a certain exploit, which could contribute to developing security identifying software in the future.

Description
Degree
Master of Science
Type
Thesis
Keywords
Linux, Namespace, Container, Security, Malware detection
Citation

Ding, Chenkai. "Evaluate Namespace as a Labeling System for Malware Detection." (2021) Master’s Thesis, Rice University. https://hdl.handle.net/1911/111748.

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