Battista Biggio - Concepedia

Author

Battista Biggio

Also Known As

B. Biggio, BATTISTA BIGGIO, Battista Biggio, Biggio B., Biggio Battista, Biggio, Battista, Cucchiara, Rita, Demetrio, Luca, Fabio Roli, Fang, Chengfang

251

Publications

8.8K

Citations

H-Index

Concepts

All Affiliations

University of Cagliari University of Genoa University of Tübingen École Polytechnique Fédérale de Lausanne Ca' Foscari University of Venice

About

Battista Biggio is an author at University of Cagliari specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	29	51	5.9K
2	Biostatistics	3	3	71
3	Business	2	2	43
4	Management	1	1	16
5	Business Analytics	1	1	16

Battista Biggio

Publications

7.5K

Citations

H-Index

Page 1

	Year	Citations
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning Matthew Jagielski, Alina Oprea, Battista Biggio, Artificial IntelligenceEngineeringMachine LearningAi SafetyData Science	2018	761
Poisoning Attacks against Support Vector Machines Battista Biggio, Blaine Nelson, Pavel Laskov arXiv (Cornell University) EngineeringMachine LearningEvasion TechniqueInformation SecurityInformation Forensics	2012	734
Wild patterns: Ten years after the rise of adversarial machine learning Battista Biggio, Fabio Roli Pattern Recognition Artificial IntelligenceEngineeringMachine LearningData ScienceData Mining	2018	607
Towards poisoning of deep learning algorithms with back-gradient optimization Luis Muñoz-González, Battista Biggio, Ambra Demontis, UNICA IRIS Institutional Research Information System (University of Cagliari) Artificial IntelligenceEngineeringMachine LearningPoisoning PointsEvasion Technique	2017	532
Security Evaluation of Pattern Classifiers under Attack Battista Biggio, Giorgio Fumera, Fabio Roli IEEE Transactions on Knowledge and Data Engineering EngineeringMachine LearningEvasion TechniqueInformation SecurityBiometrics	2013	419
Poisoning Attacks against Support Vector Machines Battista Biggio, Blaine Nelson, Pavel Laskov arXiv (Cornell University)	2012	401
Is feature selection secure against training data poisoning? Xiao Huang, Battista Biggio, Gavin Brown, arXiv (Cornell University) EngineeringMachine LearningEvasion TechniqueInformation SecurityFeature Selection	2018	287
Support Vector Machines Under Adversarial Label Noise Battista Biggio, Blaine Nelson, Pavel Laskov UNICA IRIS Institutional Research Information System (University of Cagliari)	2011	283
Adversarial Feature Selection Against Evasion Attacks Fei Zhang, Patrick P. K. Chan, Battista Biggio, IEEE Transactions on Cybernetics Evasion AttemptsEngineeringMachine LearningEvasion TechniqueInformation Security	2015	256
Support vector machines under adversarial label contamination Xiao Huang, Battista Biggio, Blaine Nelson, Neurocomputing Artificial IntelligenceEngineeringMachine LearningPattern RecognitionAdversarial Machine Learning	2015	222

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