Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

CLIO - A Cross-Layer Information Service for Overlay Network Optimization.

[BibT_eX]

[DOI]

Dirk Haage

Ralph Holz

Heiko Niedermayer

Pavel Laskov

Proceedings of the Kommunikation in Verteilten Systemen (KiVS), 2009

Sicherer Umgang mit sensiblen Daten - technische Prävention und Reaktionen auf Datenschutzverletzungen.

[BibT_eX]

[DOI]

Ulrich Greveler

Pavel Laskov

Sebastian Pape

Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009

Cyber-Critical Infrastructure Protection Using Real-Time Payload-Based Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Critical Information Infrastructures Security, 2009

A framework for quantitative security analysis of machine learning.

[BibT_eX]

[DOI]

Pavel Laskov

Marius Kloft

Proceedings of the 2nd ACM Workshop on Security and Artificial Intelligence, 2009

2008

Linear-Time Computation of Similarity Measures for Sequential Data.

[BibT_eX]

[DOI]

Konrad Rieck

Pavel Laskov

J. Mach. Learn. Res., 2008

A Self-learning System for Detection of Anomalous SIP Messages.

[BibT_eX]

[DOI]

Proceedings of the Principles, 2008

Stopping conditions for exact computation of leave-one-out error in support vector machines.

[BibT_eX]

[DOI]

Vojtech Franc

Pavel Laskov

Klaus-Robert Müller

Proceedings of the Machine Learning, 2008

Incorporation of Application Layer Protocol Syntax into Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Information Systems Security, 4th International Conference, 2008

Learning and Classification of Malware Behavior.

[BibT_eX]

[DOI]

Proceedings of the Detection of Intrusions and Malware, 2008

08102 Manifesto -- Perspectives Workshop: Network Attack Detection and Defense.

[BibT_eX]

[DOI]

Proceedings of the Perspectives Workshop: Network Attack Detection and Defense, 2.3., 2008

Automatic feature selection for anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Security and Artificial Intelligence, 2008

2007

Language models for detection of unknown attacks in network traffic.

[BibT_eX]

[DOI]

Konrad Rieck

Pavel Laskov

J. Comput. Virol., 2007

Foreword.

[BibT_eX]

[DOI]

Eric Filiol

Roland Büschkes

Pavel Laskov

J. Comput. Virol., 2007

Machine Learning for Intrusion Detection.

[BibT_eX]

[DOI]

Pavel Laskov

Konrad Rieck

Klaus-Robert Müller

Proceedings of the Mining Massive Data Sets for Security, 2007

2006

Incremental Support Vector Learning: Analysis, Implementation and Applications.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2006

Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees.

[BibT_eX]

[DOI]

Konrad Rieck

Pavel Laskov

Sören Sonnenburg

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Detecting Unknown Network Attacks Using Language Models.

[BibT_eX]

[DOI]

Konrad Rieck

Pavel Laskov

Proceedings of the Detection of Intrusions and Malware & Vulnerability Assessment, 2006

Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels.

[BibT_eX]

[DOI]

Konrad Rieck

Pavel Laskov

Klaus-Robert Müller

Proceedings of the Pattern Recognition, 2006

2005

Visualization of anomaly detection using prediction sensitivity.

[BibT_eX]

[DOI]

Proceedings of the Sicherheit 2005: Sicherheit, 2005

Learning Intrusion Detection: Supervised or Unsupervised?.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing, 2005

2004

Intrusion Detection in Unlabeled Data with Quarter-sphere Support Vector Machines.

[BibT_eX]

[DOI]

Prax. Inf.verarb. Kommun., 2004

A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2004

Using classification to determine the number of finger strokes on a multi-touch tactile device.

[BibT_eX]

[DOI]

Caspar von Wrede

Pavel Laskov

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

Intrusion detection in unlabeled data with quarter-sphere Support Vector Machines.

[BibT_eX]

[DOI]

Pavel Laskov

Christin Schäfer

Igor V. Kotenko

Proceedings of the Detection of Intrusions and Malware & Vulnerability Assessment, 2004

2003

Curvature-Based Algorithms for Nonrigid Motion and Correspondence Estimation.

[BibT_eX]

[DOI]

Pavel Laskov

Chandra Kambhamettu

IEEE Trans. Pattern Anal. Mach. Intell., 2003

3D nonrigid motion analysis under small deformations.

[BibT_eX]

[DOI]

Image Vis. Comput., 2003

Online SVM learning: from classification to data description and back.

[BibT_eX]

[DOI]

David M. J. Tax

Pavel Laskov

Proceedings of the NNSP 2003, 2003

2002

Feasible Direction Decomposition Algorithms for Training Support Vector Machines.

[BibT_eX]

[DOI]

Pavel Laskov

Mach. Learn., 2002

2001

Comparison of 3D Algorithms for Non-rigid Motion and Correspondence Estimation.

[BibT_eX]

[DOI]

Pavel Laskov

Chandra Kambhamettu

Proceedings of the British Machine Vision Conference 2001, 2001

1999

An Improved Decomposition Algorithm for Regression Support Vector Machines.

[BibT_eX]

[DOI]

Pavel Laskov

Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Distributed Output Encoding for Multi-Class Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1996

Recognition approach to gesture language understanding.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Pavel Laskov

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