Yevgeniy Vorobeychik

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Bradley MalinAccenture Professor of Biomedical Informatics, Biostatistics, and Computer Science, VanderbiltDirección de correo verificada de vanderbilt.edu
Murat KantarciogluProfessor of Computer Science, Virginia TechDirección de correo verificada de vt.edu
Michael WellmanProfessor of Computer Science & Engineering, University of MichiganDirección de correo verificada de umich.edu
Aron LaszkaAssistant Professor, Pennsylvania State UniversityDirección de correo verificada de psu.edu
Xenofon KoutsoukosVanderbilt UniversityDirección de correo verificada de vanderbilt.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
Ellen Wright ClaytonProfessor, Vanderbilt UniversityDirección de correo verificada de vanderbilt.edu
Satinder SinghGoogle DeepMind / U. of MichiganDirección de correo verificada de umich.edu
Bo AnNanyang Technological UniversityDirección de correo verificada de ntu.edu.sg
Ayan MukhopadhyaySenior Research Scientist, 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
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
Sixie YuStellar Cyber, Inc.Dirección de correo verificada de wustl.edu
Chen HajajAriel UniversityDirección de correo verificada de ariel.ac.il
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	402	2016
Adversarial machine learning Y Vorobeychik, M Kantarcioglu Morgan & Claypool Publishers, 2018	311*	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	171	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	164	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	148	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	140	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	128	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	126	2017
Defending against physically realizable attacks on image classification T Wu, L Tong, Y Vorobeychik International Conference on Learning Representations (ICLR), 2020	125	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	118*	2019
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	114	2005
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	112	2020
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	101	2020
Optimal randomized classification in adversarial settings. Y Vorobeychik, B Li AAMAS, 485-492, 2014	98	2014
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	94	2019
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	92	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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