Pavel Laskov

Poisoning Attacks against Support Vector Machines

Battista Biggio, Blaine Nelson, Pavel Laskov · arXiv (Cornell University) · 2012 · 740 citations · Full text

Computing, Computer Science, Computer Security +11

Poisoning Attacks against Support Vector Machines

Battista Biggio, Blaine Nelson, Pavel Laskov · arXiv (Cornell University) · 2012 · 404 citations · Full text

Computing, Computer Science, Computer Security +11

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

Nedim Šrndić, Pavel Laskov · 2014 · 357 citations · Full text

Computing, Computer Science, Cybersecurity +12

Incremental Support Vector Learning: Analysis, Implementation and Applications

Pavel Laskov, Christian Gehl, Stefan Krüger et al. · 2006 · 299 citations

Computing, Computer Science, Data Mining +14

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

Computing, Computer Science, Computer Security +11