Network Forensic Analysis via Vulnerability Evidence Reasoning

DOI

https://doi.org/10.2991/ceis-16.2016.48How to use a DOI?

Keywords

network forensics; evidence graph; event vector; vulnerability evidence reasoning

Abstract

In this article, we propose a novel method that uses vulnerability evidence reasoning in network forensics analysis. Central to our method is the evidence graph model to support evidence presentation and reasoning. Based on the evidence graph, we propose a network forensics method that built the evidence graph on the basis of the network system vulnerabilities and environmental information. At the same time, the proposed method can realize the reconstruction of attack scenarios with high efficiency and with the capability of identifying multi-staged at-tacks through evidence reasoning. Results of the experiment that we conducted would show that the proposed method is complete and credible with certain reasoning ability, which can be a powerful tool for rapid and effective network forensic analysis.

Open Access

This is an open access article distributed under the CC BY-NC license.

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TY  - CONF
AU  - Cheng-Yue Chang
AU  - Jing-Sha He
PY  - 2016/11
DA  - 2016/11
TI  - Network Forensic Analysis via Vulnerability Evidence Reasoning
BT  - Proceedings of the 2016 International Conference on Computer Engineering and Information Systems
PB  - Atlantis Press
SP  - 245
EP  - 249
SN  - 2352-538X
UR  - https://doi.org/10.2991/ceis-16.2016.48
DO  - https://doi.org/10.2991/ceis-16.2016.48
ID  - Chang2016/11
ER  -