Imperial College London
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Dr Martin Barrere Cambrun

Faculty of Engineering, Institute for Security Science & Technology

Honorary Research Fellow
 
 
 
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Contact

 

+44 (0)20 7594 8864m.barrere Website

 
 
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Location

 

Institute for Security Science and TechnologyAbdus Salam LibrarySouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@inproceedings{Barrere:2015,
author = {Barrere, Cambrun M and BETARTE, G and CODOCEDO, V and RODRIGUEZ, M and ASTUDILLO, H and ALIQUINTUY, M and BALIOSIAN, J and BADONNEL, R and FESTOR, O and RANIERY, PAULA DOS SANTOS C and CAMPOS, NOBRE J and ZAMBENEDETTI, GRANVILLE L and NAPOLI, A},
publisher = {CEUR},
title = {Machine-assisted Cyber Threat Analysis using Conceptual Knowledge Discovery},
url = {http://www.imperial.ac.uk/people/m.barrere},
year = {2015}
}
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RIS format (EndNote, RefMan)

TY  - CPAPER
AB  - Over the last years, computer networks have evolved intohighly dynamic and interconnected environments, involving multiple heterogeneousdevices and providing a myriad of services on top of them.This complex landscape has made it extremely difficult for security administratorsto keep accurate and be effective in protecting their systemsagainst cyber threats. In this paper, we describe our vision and scientificposture on how artificial intelligence techniques and a smart use of securityknowledge may assist system administrators in better defendingtheir networks. To that end, we put forward a research roadmap involvingthree complimentary axes, namely, (I) the use of FCA-based mechanismsfor managing configuration vulnerabilities, (II) the exploitation ofknowledge representation techniques for automated security reasoning,and (III) the design of a cyber threat intelligence mechanism as a CKDDprocess. Then, we describe a machine-assisted process for cyber threatanalysis which provides a holistic perspective of how these three researchaxes are integrated together.
AU  - Barrere,Cambrun M
AU  - BETARTE,G
AU  - CODOCEDO,V
AU  - RODRIGUEZ,M
AU  - ASTUDILLO,H
AU  - ALIQUINTUY,M
AU  - BALIOSIAN,J
AU  - BADONNEL,R
AU  - FESTOR,O
AU  - RANIERY,PAULA DOS SANTOS C
AU  - CAMPOS,NOBRE J
AU  - ZAMBENEDETTI,GRANVILLE L
AU  - NAPOLI,A
PB  - CEUR
PY  - 2015///
TI  - Machine-assisted Cyber Threat Analysis using Conceptual Knowledge Discovery
UR  - http://www.imperial.ac.uk/people/m.barrere
UR  - http://hdl.handle.net/10044/1/33962
ER  -
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