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Paul Honeine

10
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pierre-beauseroy
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One-Class Classification Framework Based on Shrinkage Methods

Patric Nader , Paul Honeine , Pierre Beauseroy
Journal of Signal Processing Systems, 2018, 90 (3), pp.341 - 356
Article dans une revue hal-01965053v1

Lp-norms in One-Class Classification for Intrusion Detection in SCADA Systems

Patric Nader , Paul Honeine , Pierre Beauseroy
IEEE Transactions on Industrial Informatics, 2014, 10 (4), pp.2308 - 2317. ⟨10.1109/TII.2014.2330796⟩
Article dans une revue hal-01965570v1

Detection of cyberattacks in a water distribution system using machine learning techniques

Patric Nader , Paul Honeine , Pierre Beauseroy
Proc. sixth International Conference on Digital Information Processing and Communications, 2016, Beirut, Lebanon. pp.25-30, ⟨10.1109/ICDIPC.2016.7470786⟩
Communication dans un congrès hal-01965914v1
Image document

Shrinkage methods for one-class classification

Patric Nader , Paul Honeine , Pierre Beauseroy
Proc. 23rd European Conference on Signal Processing (EUSIPCO), 2015, Nice, France. pp.135-139, ⟨10.1109/EUSIPCO.2015.7362360⟩
Communication dans un congrès hal-01965989v1
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Online One-class Classification for Intrusion Detection Based on the Mahalanobis Distance

Patric Nader , Paul Honeine , Pierre Beauseroy
Proc. 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2015, Bruges, Belgium. pp.567 - 572
Communication dans un congrès hal-01965983v1

The Role of One-Class Classification in Detecting Cyberattacks in Critical Infrastructures

Patric Nader , Paul Honeine , Pierre Beauseroy
Proc. 9th International Conference on Critical Information Infrastructures Security, 2014, Limassol, Cyprus
Communication dans un congrès hal-01965997v1
Image document

Mahalanobis-Based One-Class Classification

Patric Nader , Paul Honeine , Pierre Beauseroy
Proc. 24th IEEE workshop on Machine Learning for Signal Processing (MLSP), 2014, Reims, France. pp.1 - 6, ⟨10.1109/MLSP.2014.6958934⟩
Communication dans un congrès hal-01965995v1

Surveillance Continue d’Activité et Localisation d’Agressions

Francis Campan , van Long Do , Patrick Nader , Paul Honeine , Pierre Beauseroy
Workshop Interdisciplinaire sur la Sécurité Globale (WISG), 2013, Troyes, France
Communication dans un congrès hal-01303127v1
Image document

Intrusion Detection in SCADA Systems Using One-Class Classification

Patric Nader , Paul Honeine , Pierre Beauseroy
Proc. 21th European Conference on Signal Processing (EUSIPCO), 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-01966009v1

The Role of One-Class Classification in Detecting Cyberattacks in Critical Infrastructures

Patric Nader , Paul Honeine , Pierre Beauseroy
Christos G. Panayiotou and Georgios Ellinas and Elias Kyriakides and Marios M. Polycarpou. Critical Information Infrastructures Security, 25, Springer, pp.244 - 255, 2016, 978-3-319-31663-5
Chapitre d'ouvrage hal-01964947v1