Yevgeniy Vorobeychik

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Michael WellmanProfessor of Computer Science & Engineering, University of MichiganDirección de correo verificada de umich.edu
Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltDirección de correo verificada de vanderbilt.edu
Murat KantarciogluProfessor of Computer Science, University of Texas at DallasDirección de correo verificada de utdallas.edu
Xenofon KoutsoukosVanderbilt UniversityDirección de correo verificada de vanderbilt.edu
Aron LaszkaAssistant Professor, Pennsylvania State UniversityDirección de correo verificada de psu.edu
Milind TambeProfessor & Director CRCS Center @Harvard; Director "AI for Social Good" @Google ResearchDirección de correo verificada de harvard.edu
Bo LiUniversity of Illinois at Urbana–ChampaignDirección de correo verificada de illinois.edu
Satinder SinghGoogle DeepMind / U. of MichiganDirección de correo verificada de umich.edu
Bo AnNanyang Technological UniversityDirección de correo verificada de ntu.edu.sg
Ellen Wright ClaytonProfessor, Vanderbilt UniversityDirección de correo verificada de vanderbilt.edu
Daniel ReevesCo-founder, BeeminderDirección de correo verificada de beeminder.com
Waseem AbbasUniversity of Texas at DallasDirección de correo verificada de utdallas.edu
Ayan MukhopadhyayVanderbilt UniversityDirección de correo verificada de vanderbilt.edu
Christopher KiekintveldUniversity of Texas at El PasoDirección de correo verificada de utep.edu
Liang TongSenior Researcher, Stellar Cyber, Inc.Dirección de correo verificada de stellarcyber.ai
Chen HajajAriel UniversityDirección de correo verificada de ariel.ac.il
Sixie YuDirección de correo verificada de wustl.edu
Jian LouApplied Scientist @ Amazon.comDirección de correo verificada de amazon.com
weiyi xiaVanderbilt UniversityDirección de correo verificada de vanderbilt.edu
Michael KearnsProfessor of Computer Science, University of PennsylvaniaDirección de correo verificada de cis.upenn.edu

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Yevgeniy Vorobeychik

Washington University in Saint Louis

Dirección de correo verificada de wustl.edu - Página principal

Artificial intelligence adversarial machine learning computational game theory security and privacy


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Data poisoning attacks on factorization-based collaborative filtering B Li, Y Wang, A Singh, Y Vorobeychik Advances in neural information processing systems 29, 2016	348	2016
Adversarial machine learning Y Vorobeychik, M Kantarcioglu Morgan & Claypool Publishers, 2018	266	2018
Notes on equilibria in symmetric games SF Cheng, DM Reeves, Y Vorobeychik, MP Wellman GTDT, 2004	209	2004
Feature cross-substitution in adversarial classification B Li, Y Vorobeychik Advances in neural information processing systems 27, 2014	149	2014
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	148	2016
Empirically grounded agent-based models of innovation diffusion: a critical review H Zhang, Y Vorobeychik Artificial Intelligence Review 52, 707-741, 2019	144	2019
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
Submodular optimization with routing constraints H Zhang, Y Vorobeychik Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016	132	2016
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	119	2018
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	119	2017
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	113	2005
Price prediction in a trading agent competition MP Wellman, DM Reeves, KM Lochner Proceedings of the 4th ACM conference on Electronic commerce, 216-217, 2003	109	2003
Defending against physically realizable attacks on image classification T Wu, L Tong, Y Vorobeychik International Conference on Learning Representations (ICLR), 2020	101	2020
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	101*	2019
Optimal randomized classification in adversarial settings. Y Vorobeychik, B Li AAMAS, 485-492, 2014	96	2014
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	89	2020
Learning payoff functions in infinite games Y Vorobeychik, MP Wellman, S Singh Machine Learning 67, 145-168, 2007	87	2007
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	85	2020
Distributed Feedback Control for Decision Making on Supply Chains. C Kiekintveld, MP Wellman, S Singh, J Estelle, Y Vorobeychik, V Soni, ... ICAPS, 384-392, 2004	83	2004
Stochastic search methods for nash equilibrium approximation in simulation-based games. Y Vorobeychik, MP Wellman AAMAS (2), 1055-1062, 2008	82	2008

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