Pavel Laskov

Cited by

	All	Since 2020
Citations	11249	5448
h-index	37	22
i10-index	57	37

1200

600

300

900

2003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202529 38 54 60 111 144 226 306 300 333 367 411 475 500 606 808 881 993 1021 1060 1160 1135 76

Public access

View all

9 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Konrad RieckTechnische Universität BerlinVerified email at tu-berlin.de
Klaus-Robert MüllerGoogle DeepMind & TU Berlin & Korea University & Max Planck Institute for Informatics, GermanyVerified email at tu-berlin.de
Battista BiggioFull Professor, University of Cagliari, ItalyVerified email at unica.it
Nedim ŠrndićCloudflareVerified email at cloudflare.com
Patrick DuesselViacomCBSVerified email at riskbeam.io
Marius KloftProfessor, RPTU Kaiserslautern-LandauVerified email at cs.uni-kl.de
Fabio RoliProfessor, University of Genova and Cagliari, ItalyVerified email at unige.it
Christin Schäferacs plus GmbHVerified email at acs-plus.de
Soeren SonnenburgMachine Learning ResearcherVerified email at tomtom.com
Giovanni ApruzzeseAssistant Professor, University of LiechtensteinVerified email at uni.li
Thorsten HolzCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Ulf BrefeldLeuphana Universität LüneburgVerified email at leuphana.de
Davide MaiorcaAssociate Professor of Computer Engineering at University of Cagliari, ItalyVerified email at unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OneVerified email at pluribus-one.it
Giorgio Giacinto UniCAProfessor of Computer EngineeringVerified email at unica.it
David TaxAssistant professor, Delft University of TechnologyVerified email at tudelft.nl
Carsten WillemsPh.d. Student, Ruhr-University BochumVerified email at rub.de
Andreas ZiehePostdoc researcher, TU BerlinVerified email at cs.tu-berlin.de
Guido NolteDept. of Neurophysiology and Pathophysiology, UKE, HamburgVerified email at uke.de
Chandra KambhamettuProfessor of Computer Science and Director of Video/Image Modeling and Synthesis (VIMS) Lab, University of DelawareVerified email at udel.edu

Pavel Laskov

University of Liechtenstein

Verified email at uni.li - Homepage

Computer Security Adversarial Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Poisoning attacks against support vector machines B Biggio, B Nelson, P Laskov arXiv preprint arXiv:1206.6389, 2012	2032	2012
Evasion attacks against machine learning at test time B Biggio, I Corona, D Maiorca, B Nelson, N Šrndić, P Laskov, G Giacinto, ... Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013	1895	2013
Learning and classification of malware behavior K Rieck, T Holz, C Willems, P Düssel, P Laskov Detection of Intrusions and Malware, and Vulnerability Assessment, 108-125, 2008	932	2008
Support vector machines under adversarial label noise B Biggio, B Nelson, P Laskov Asian conference on machine learning, 97-112, 2011	544	2011
Incremental support vector learning: Analysis, implementation and applications. P Laskov, C Gehl, S Krüger, KR Müller, KP Bennett, ... Journal of machine learning research 7 (9), 2006	506	2006
Practical Evasion of a Learning-Based Classifier: A Case Study N Šrndic, P Laskov	494*
Learning intrusion detection: supervised or unsupervised? P Laskov, P Düssel, C Schäfer, K Rieck Image Analysis and Processing–ICIAP 2005: 13th International Conference …, 2005	396	2005
Efficient and accurate lp-norm multiple kernel learning M Kloft, U Brefeld, S Sonnenburg, P Laskov, KR Müller, A Zien Advances in neural information processing systems 22 (22), 997-1005, 2009	359	2009
A fast algorithm for joint diagonalization with non-orthogonal transformations and its application to blind source separation A Ziehe, P Laskov, G Nolte, KR MÃžller Journal of Machine Learning Research 5 (Jul), 777-800, 2004	350	2004
Static detection of malicious JavaScript-bearing PDF documents P Laskov, N Šrndić Proceedings of the 27th annual computer security applications conference …, 2011	262	2011
Detection of Malicious PDF Files Based on Hierarchical Document Structure N Šrndić, P Laskov Proceedings of the 20th Annual Network & Distributed System Security Symposium, 2013	259	2013
Online anomaly detection under adversarial impact M Kloft, P Laskov Proceedings of the thirteenth international conference on artificial …, 2010	211	2010
The role of machine learning in cybersecurity G Apruzzese, P Laskov, E Montes de Oca, W Mallouli, L Brdalo Rapa, ... Digital Threats: Research and Practice 4 (1), 1-38, 2023	202	2023
Online SVM learning: from classification to data description and back DMJ Tax, P Laskov 2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat …, 2003	164	2003
Machine learning in adversarial environments P Laskov, R Lippmann Machine learning 81, 115-119, 2010	150	2010
Linear-Time Computation of Similarity Measures for Sequential Data. K Rieck, P Laskov Journal of Machine Learning Research 9 (1), 2008	146	2008
Intrusion detection in unlabeled data with quarter-sphere support vector machines I Kotenko, P Laskov, C Schäfer Proc. of the International GI Workshop on Detection of Intrusions and …, 2004	141*	2004
Language models for detection of unknown attacks in network traffic K Rieck, P Laskov Journal in Computer Virology 2, 243-256, 2007	136	2007
Non-sparse multiple kernel learning M Kloft, U Brefeld, P Laskov, S Sonnenburg NIPS Workshop on Kernel Learning: Automatic Selection of Optimal Kernels 4, 5, 2008	135	2008
Botzilla: detecting the" phoning home" of malicious software K Rieck, G Schwenk, T Limmer, T Holz, P Laskov Proceedings of the 2010 ACM symposium on applied computing, 1978-1984, 2010	129	2010

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors