Pavel Laskov

2008
24	EE	Marius Kloft, Ulf Brefeld, Patrick Düssel, Christian Gehl, Pavel Laskov: Automatic feature selection for anomaly detection. AISec 2008: 71-76
23	EE	Konrad Rieck, Thorsten Holz, Carsten Willems, Patrick Düssel, Pavel Laskov: Learning and Classification of Malware Behavior. DIMVA 2008: 108-125
22	EE	Patrick Düssel, Christian Gehl, Pavel Laskov, Konrad Rieck: Incorporation of Application Layer Protocol Syntax into Anomaly Detection. ICISS 2008: 188-202
21	EE	Vojtech Franc, Pavel Laskov, Klaus-Robert Müller: Stopping conditions for exact computation of leave-one-out error in support vector machines. ICML 2008: 328-335
20	EE	Konrad Rieck, Stefan Wahl, Pavel Laskov, Peter Domschitz, Klaus-Robert Müller: A Self-learning System for Detection of Anomalous SIP Messages. IPTComm 2008: 90-106
19	EE	Georg Carle, Falko Dressler, Richard A. Kemmerer, Hartmut König, Christopher Kruegel, Pavel Laskov: 08102 Manifesto -- Perspectives Workshop: Network Attack Detection and Defense. Network Attack Detection and Defense 2008
2007
18	EE	Eric Filiol, Roland Büschkes, Pavel Laskov: Foreword. Journal in Computer Virology 2(4): 241-242 (2007)
17	EE	Konrad Rieck, Pavel Laskov: Language models for detection of unknown attacks in network traffic. Journal in Computer Virology 2(4): 243-256 (2007)
2006
16		Roland Büschkes, Pavel Laskov: Detection of Intrusions and Malware & Vulnerability Assessment, Third International Conference, DIMVA 2006, Berlin, Germany, July 13-14, 2006, Proceedings Springer 2006
15	EE	Konrad Rieck, Pavel Laskov, Klaus-Robert Müller: Efficient Algorithms for Similarity Measures over Sequential Data: A Look Beyond Kernels. DAGM-Symposium 2006: 374-383
14	EE	Konrad Rieck, Pavel Laskov: Detecting Unknown Network Attacks Using Language Models. DIMVA 2006: 74-90
13	EE	Konrad Rieck, Pavel Laskov, Sören Sonnenburg: Computation of Similarity Measures for Sequential Data using Generalized Suffix Trees. NIPS 2006: 1177-1184
12	EE	Pavel Laskov, Christian Gehl, Stefan Krüger, Klaus-Robert Müller: Incremental Support Vector Learning: Analysis, Implementation and Applications. Journal of Machine Learning Research 7: 1909-1936 (2006)
2005
11	EE	Pavel Laskov, Patrick Düssel, Christin Schäfer, Konrad Rieck: Learning Intrusion Detection: Supervised or Unsupervised?. ICIAP 2005: 50-57
10		Pavel Laskov, Konrad Rieck, Christin Schäfer, Klaus-Robert Müller: Visualization of anomaly detection using prediction sensitivity. Sicherheit 2005: 197-208
2004
9		Pavel Laskov, Christin Schäfer, Igor V. Kotenko: Intrusion detection in unlabeled data with quarter-sphere Support Vector Machines. DIMVA 2004: 71-82
8	EE	Caspar von Wrede, Pavel Laskov: Using classification to determine the number of finger strokes on a multi-touch tactile device. ESANN 2004: 549-554
7	EE	Andreas Ziehe, Pavel Laskov, Guido Nolte, Klaus-Robert Müller: A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation. Journal of Machine Learning Research 5: 777-800 (2004)
2003
6	EE	Pavel Laskov, Chandra Kambhamettu: Curvature-Based Algorithms for Nonrigid Motion and Correspondence Estimation. IEEE Trans. Pattern Anal. Mach. Intell. 25(10): 1349-1354 (2003)
5	EE	Chandra Kambhamettu, Dmitry B. Goldgof, Matthew He, Pavel Laskov: 3D nonrigid motion analysis under small deformations. Image Vision Comput. 21(3): 229-245 (2003)
2002
4		Pavel Laskov: Feasible Direction Decomposition Algorithms for Training Support Vector Machines. Machine Learning 46(1-3): 315-349 (2002)
2001
3	EE	Pavel Laskov, Chandra Kambhamettu: Comparison of 3D Algorithms for Non-rigid Motion and Correspondence Estimation. BMVC 2001
1999
2	EE	Roman Erenshteyn, Pavel Laskov, David M. Saxe, Richard A. Foulds: Distributed Output Encoding for Multi-Class Pattern Recognition. ICIAP 1999: 229-234
1	EE	Pavel Laskov: An Improved Decomposition Algorithm for Regression Support Vector Machines. NIPS 1999: 484-490

Coauthor Index

1	Ulf Brefeld	[24]
2	Roland Büschkes	[16] [18]
3	Georg Carle	[19]
4	Peter Domschitz	[20]
5	Falko Dressler	[19]
6	Patrick Düssel	[11] [22] [23] [24]
7	Roman Erenshteyn	[2]
8	Eric Filiol	[18]
9	Richard A. Foulds	[2]
10	Vojtech Franc	[21]
11	Christian Gehl	[12] [22] [24]
12	Dmitry B. Goldgof	[5]
13	Matthew He	[5]
14	Thorsten Holz	[23]
15	Chandra Kambhamettu	[3] [5] [6]
16	Richard A. Kemmerer	[19]
17	Marius Kloft	[24]
18	Hartmut König	[19]
19	Igor V. Kotenko	[9]
20	Christopher Krügel (Christopher Kruegel)	[19]
21	Stefan Krüger	[12]
22	Klaus-Robert Müller	[7] [10] [12] [15] [20] [21]
23	Guido Nolte	[7]
24	Konrad Rieck	[10] [11] [13] [14] [15] [17] [20] [22] [23]
25	David M. Saxe	[2]
26	Christin Schäfer	[9] [10] [11]
27	Sören Sonnenburg	[13]
28	Stefan Wahl	[20]
29	Carsten Willems	[23]
30	Caspar von Wrede	[8]
31	Andreas Ziehe	[7]

Colors in the list of coauthors