Ecole d'ingénieur et centre de recherche en Sciences du numérique

Multi-agent system for APT detection

Mees, Wim; Debatty, Thibault

ISSRE 2014, 25th IEEE International Symposium on Software Reliability Engineering, November 3-6, 2014, Naples, Italy

Advanced Persistent Threats (APTs) are targeted cyber attacks committed over a long period of time by highly skilled attackers. The ever increasing number of successful attacks indicates that classical network protection solutions (firewalls, Intrusion Detections Systems, proxies etc.) are no longer sufficient. Therefore, in this paper we propose a new system that combines multiples approaches using advanced aggregation techniques to achieve a better detection performance. We also test the system on real data from a small corporate network, and show that our system is able to attain a high probability of detection to probability of false alarm ratio.

Document Doi Hal Bibtex

Titre:Multi-agent system for APT detection
Type:Conférence
Langue:English
Ville:Naples
Pays:ITALIE
Date:
Département:Data Science
Eurecom ref:5212
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Bibtex: @inproceedings{EURECOM+5212, doi = {http://dx.doi.org/10.1109/ISSREW.2014.86}, year = {2014}, title = {{M}ulti-agent system for {APT} detection}, author = {{M}ees, {W}im and {D}ebatty, {T}hibault}, booktitle = {{ISSRE} 2014, 25th {IEEE} {I}nternational {S}ymposium on {S}oftware {R}eliability {E}ngineering, {N}ovember 3-6, 2014, {N}aples, {I}taly}, address = {{N}aples, {ITALIE}}, month = {11}, url = {http://www.eurecom.fr/publication/5212} }
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