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Authors: Laura Genga and Nicola Zannone

Affiliation: Eindhoven University of Technology, Eindhoven and The Netherlands

Keyword(s): Behavior Analysis, Process Mining.

Abstract: Nowadays, security is a key concern for organizations. An increasingly popular solution to enhance security in organizational settings is the adoption of anomaly detection systems. These systems raise an alert when an abnormal behavior is detected, upon which proper measures have to be taken. A well-known drawback of these solutions is that the underlying detection engine is a black box, i.e., the behavioral profiles used for detections are encoded in some mathematical model that is challenging to understand for human analysts or, in some cases, is not even accessible. Therefore, anomaly detection systems often fail in supporting analysts in understanding what is happening in the system and how to respond to detected security threats. In this work, we investigate the use of process analysis techniques to build behavioral models understandable by human analysts. We also delineate a systematic methodology for process-aware behaviors analysis and discuss the findings obtained by applyin g such a methodology to a real-world event log. (More)

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Paper citation in several formats:
Genga, L. and Zannone, N. (2018). Towards a Systematic Process-aware Behavioral Analysis for Security. In Proceedings of the 15th International Joint Conference on e-Business and Telecommunications - BASS; ISBN 978-989-758-319-3; ISSN 2184-3236, SciTePress, pages 460-469. DOI: 10.5220/0006944604600469

@conference{bass18,
author={Laura Genga. and Nicola Zannone.},
title={Towards a Systematic Process-aware Behavioral Analysis for Security},
booktitle={Proceedings of the 15th International Joint Conference on e-Business and Telecommunications - BASS},
year={2018},
pages={460-469},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006944604600469},
isbn={978-989-758-319-3},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 15th International Joint Conference on e-Business and Telecommunications - BASS
TI - Towards a Systematic Process-aware Behavioral Analysis for Security
SN - 978-989-758-319-3
IS - 2184-3236
AU - Genga, L.
AU - Zannone, N.
PY - 2018
SP - 460
EP - 469
DO - 10.5220/0006944604600469
PB - SciTePress

- Science and Technology Publications, Lda.
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