Yevgeniy Vorobeychik

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Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltVerified email at vanderbilt.edu
Murat KantarciogluProfessor of Computer Science, Virginia TechVerified email at vt.edu
Michael WellmanProfessor of Computer Science & Engineering, University of MichiganVerified email at umich.edu
Aron LaszkaAssistant Professor, Pennsylvania State UniversityVerified email at psu.edu
Xenofon KoutsoukosVanderbilt UniversityVerified email at vanderbilt.edu
Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchVerified email at harvard.edu
Bo LiUniversity of Illinois at Urbana–ChampaignVerified email at illinois.edu
Ellen Wright ClaytonProfessor, Vanderbilt UniversityVerified email at vanderbilt.edu
Satinder SinghGoogle DeepMind / U. of MichiganVerified email at umich.edu
Bo AnNanyang Technological UniversityVerified email at ntu.edu.sg
Ayan MukhopadhyaySenior Research Scientist, Vanderbilt UniversityVerified email at vanderbilt.edu
Daniel ReevesCo-founder, BeeminderVerified email at beeminder.com
Waseem AbbasUniversity of Texas at DallasVerified email at utdallas.edu
Christopher KiekintveldUniversity of Texas at El PasoVerified email at utep.edu
Liang TongSenior Researcher, Stellar Cyber, Inc.Verified email at stellarcyber.ai
Sixie YuStellar Cyber, Inc.Verified email at wustl.edu
Chen HajajAriel UniversityVerified email at ariel.ac.il
Jian LouApplied Scientist @ Amazon.comVerified email at amazon.com
weiyi xiaVanderbilt UniversityVerified email at vanderbilt.edu
Michael KearnsProfessor of Computer Science, University of PennsylvaniaVerified email at cis.upenn.edu

Yevgeniy Vorobeychik

Washington University in Saint Louis

Verified email at wustl.edu - Homepage

Artificial intelligence adversarial machine learning computational game theory security and privacy


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Data poisoning attacks on factorization-based collaborative filtering B Li, Y Wang, A Singh, Y Vorobeychik Advances in neural information processing systems 29, 2016	410	2016
Adversarial machine learning Y Vorobeychik, M Kantarcioglu Morgan & Claypool Publishers, 2018	313*	2018
Notes on equilibria in symmetric games SF Cheng, DM Reeves, Y Vorobeychik, MP Wellman GTDT, 2004	217	2004
Empirically grounded agent-based models of innovation diffusion: a critical review H Zhang, Y Vorobeychik Artificial Intelligence Review 52, 707-741, 2019	175	2019
Data-driven agent-based modeling, with application to rooftop solar adoption H Zhang, Y Vorobeychik, J Letchford, K Lakkaraju Autonomous Agents and Multi-Agent Systems 30, 1023-1049, 2016	166	2016
Feature cross-substitution in adversarial classification B Li, Y Vorobeychik Advances in neural information processing systems 27, 2014	153	2014
Submodular optimization with routing constraints H Zhang, Y Vorobeychik Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016	149	2016
Behavioral dynamics and influence in networked coloring and consensus S Judd, M Kearns, Y Vorobeychik Proceedings of the National Academy of Sciences 107 (34), 14978-14982, 2010	141	2010
Deceiving cyber adversaries: A game theoretic approach A Schlenker, O Thakoor, H Xu, F Fang, M Tambe, L Tran-Thanh, ... AAMAS'18: Proceedings of the 17th International Conference on Autonomous …, 2018	129	2018
Defending against physically realizable attacks on image classification T Wu, L Tong, Y Vorobeychik International Conference on Learning Representations (ICLR), 2020	128	2020
Robust linear regression against training data poisoning C Liu, B Li, Y Vorobeychik, A Oprea Proceedings of the 10th ACM workshop on artificial intelligence and security …, 2017	127	2017
Improving robustness of ML classifiers against realizable evasion attacks using conserved features L Tong, B Li, C Hajaj, C Xiao, N Zhang, Y Vorobeychik 28th USENIX Security Symposium (USENIX Security 19), 285-302, 2019	119*	2019
A tale of evil twins: Adversarial inputs versus poisoned models R Pang, H Shen, X Zhang, S Ji, Y Vorobeychik, X Luo, A Liu, T Wang Proceedings of the 2020 ACM SIGSAC conference on computer and communications …, 2020	115	2020
Strategic interactions in a supply chain game MP Wellman, J Estelle, S Singh, Y Vorobeychik, C Kiekintveld, V Soni Computational Intelligence 21 (1), 1-26, 2005	115	2005
Price prediction in a trading agent competition MP Wellman, DM Reeves, KM Lochner, Y Vorobeychik Proceedings of the 4th ACM conference on Electronic commerce, 216-217, 2003	109	2003
Attacking vision-based perception in end-to-end autonomous driving models A Boloor, K Garimella, X He, C Gill, Y Vorobeychik, X Zhang Journal of Systems Architecture 110, 101766, 2020	104	2020
Simple physical adversarial examples against end-to-end autonomous driving models A Boloor, X He, C Gill, Y Vorobeychik, X Zhang 2019 IEEE International Conference on Embedded Software and Systems (ICESS), 1-7, 2019	99	2019
Optimal randomized classification in adversarial settings. Y Vorobeychik, B Li AAMAS, 485-492, 2014	98	2014
Sociotechnical safeguards for genomic data privacy Z Wan, JW Hazel, EW Clayton, Y Vorobeychik, M Kantarcioglu, BA Malin Nature Reviews Genetics 23 (7), 429-445, 2022	94	2022
Learning payoff functions in infinite games Y Vorobeychik, MP Wellman, S Singh Machine Learning 67, 145-168, 2007	91	2007

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