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Authors: Changwei Liu 1 ; Anoop Singhal 2 and Duminda Wijesekera 3

Affiliations: 1 Geroge Mason University, United States ; 2 National Institute of Standards and Technology, United States ; 3 George Mason University, United States

Keyword(s): Network Forensics, Anti-forensics, Evidence Graph, Attack Graph, Inductive Reasoning, Abductive Reasoning, Admissibility.

Abstract: Constructing an efficient and accurate model from security events to determine an attack scenario for an enterprise network is challenging. In this paper, we discuss how to use evidence obtained from security events to construct an attack scenario and build an evidence graph. To achieve the accuracy and completeness of the evidence graph, we use Prolog inductive and abductive reasoning to correlate evidence by reasoning the causality, and use an anti-forensics database and a corresponding attack graph to find the missing evidence. In addition, because the constructed scenario and supplied evidence might need to stand up in the court of law, the federal rules of evidence are also taken into account to predetermine the admissibility of the evidence.

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Paper citation in several formats:
Liu, C.; Singhal, A. and Wijesekera, D. (2014). A Model Towards Using Evidence from Security Events for Network Attack Analysis. In Proceedings of the 11th International Workshop on Security in Information Systems (ICEIS 2014) - WOSIS; ISBN 978-989-758-031-4, SciTePress, pages 83-95. DOI: 10.5220/0004980300830095

@conference{wosis14,
author={Changwei Liu. and Anoop Singhal. and Duminda Wijesekera.},
title={A Model Towards Using Evidence from Security Events for Network Attack Analysis},
booktitle={Proceedings of the 11th International Workshop on Security in Information Systems (ICEIS 2014) - WOSIS},
year={2014},
pages={83-95},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004980300830095},
isbn={978-989-758-031-4},
}

TY - CONF

JO - Proceedings of the 11th International Workshop on Security in Information Systems (ICEIS 2014) - WOSIS
TI - A Model Towards Using Evidence from Security Events for Network Attack Analysis
SN - 978-989-758-031-4
AU - Liu, C.
AU - Singhal, A.
AU - Wijesekera, D.
PY - 2014
SP - 83
EP - 95
DO - 10.5220/0004980300830095
PB - SciTePress

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