Concepedia

Pavel Laskov

PL

34

Publications

4.4K

Citations

28

H-Index

1996

Active since

Affiliations

University of Tübingen(Current)

Fraunhofer-Gesellschaft

Technische Universität Berlin

University of Liechtenstein

University of Delaware

Pavel Laskov is an author at University of Tübingen specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceInformation SecurityMachine LearningInformation ForensicsData SecurityPattern RecognitionData MiningArtificial Intelligence

Publications per year

1996–2023

34

Publications

34

Poisoning Attacks against Support Vector Machines

Battista Biggio, Blaine Nelson, Pavel Laskov · arXiv (Cornell University) · 2012 · 734 citations · Full text

Engineering, Machine Learning, Evasion Technique +16

Poisoning Attacks against Support Vector Machines

Battista Biggio, Blaine Nelson, Pavel Laskov · arXiv (Cornell University) · 2012 · 401 citations · Full text

Practical Evasion of a Learning-Based Classifier: A Case Study

Nedim Šrndić, Pavel Laskov · 2014 · 354 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Incremental Support Vector Learning: Analysis, Implementation and Applications

Pavel Laskov, Christian Gehl, Stefan Krüger et al. · 2006 · 298 citations

Artificial Intelligence, Incremental Learning, Engineering +16

Support Vector Machines Under Adversarial Label Noise

Battista Biggio, Blaine Nelson, Pavel Laskov · UNICA IRIS Institutional Research Information System (University of Cagliari) · 2011 · 283 citations · Full text

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