Enforcing Security with Behavioral Fingerprinting

Jérôme François; Radu State; Thomas Engel; Olivier Festor

hal-00644696, version 1

Enforcing Security with Behavioral Fingerprinting

Jérôme François () ¹, Radu State^a^, 1, 2, Thomas Engel ^1, 2, Olivier Festor (, ) ³

7th International Conference on Network and Service Management - CNSM 2011 (2011)

Abstract: Although fingerprinting techniques are helpful for security assessment, they have limited support to advanced security related applications. We have developed a new security framework focusing especially on the authentication reinforce- ment and the automatic generation of stateful firewall rules based on behavioral fingerprinting. Such fingerprinting is highly effective in capturing sequential patterns in the behavior of a device. A new machine learning technique is also adapted to monitor high speed networks by evaluating both computational complexity and experimented performances.

a – University of Luxembourg
1: Interdisciplinary Centre for Security Relaibility and Trust (SnT)
Université du Luxembourg
2: Université du Luxembourg (Uni.lu)
Université du Luxembourg
3: MADYNES (INRIA Lorraine - LORIA)
INRIA – CNRS : UMR7503 – Université Henri Poincaré - Nancy I – Université Nancy II – Institut National Polytechnique de Lorraine (INPL)

hal-00644696, version 1
http://hal.inria.fr/hal-00644696
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From: Olivier Festor <>
Submitted on: Friday, 25 November 2011 11:04:27
Updated on: Thursday, 1 December 2011 11:51:39

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