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Computing an Optimal Pitching Strategy in a Baseball At-Bat


Oct 08, 2021
Connor Douglas, Everett Witt, Mia Bendy, Yevgeniy Vorobeychik


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Learning Generative Deception Strategies in Combinatorial Masking Games


Sep 23, 2021
Junlin Wu, Charles Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik


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CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing


Jun 17, 2021
Fan Wu, Linyi Li, Zijian Huang, Yevgeniy Vorobeychik, Ding Zhao, Bo Li

* 25 pages, 7 figures 

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Altruism Design in Networked Public Goods Games


May 02, 2021
Sixie Yu, David Kempe, Yevgeniy Vorobeychik

* To appear in IJCAI 2021 

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FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems


Apr 08, 2021
Liang Tong, Zhengzhang Chen, Jingchao Ni, Wei Cheng, Dongjin Song, Haifeng Chen, Yevgeniy Vorobeychik

* Accepted by CVPR'21 

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Re-identification of Individuals in Genomic Datasets Using Public Face Images


Feb 17, 2021
Rajagopal Venkatesaramani, Bradley A. Malin, Yevgeniy Vorobeychik


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Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing


Oct 17, 2020
Jinghan Yang, Adith Boloor, Ayan Chakrabarti, Xuan Zhang, Yevgeniy Vorobeychik


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Optimizing Graph Structure for Targeted Diffusion


Aug 12, 2020
Sixie Yu, Leonardo Torres, Scott Alfeld, Tina Eliassi-Rad, Yevgeniy Vorobeychik


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Robust Collective Classification against Structural Attacks


Jul 26, 2020
Kai Zhou, Yevgeniy Vorobeychik

* UAI 2020 

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A Review of Emergency Incident Prediction, Resource Allocation and Dispatch Models


Jul 03, 2020
Ayan Mukhopadhyay, Geoffrey Pettet, Sayyed Vazirizade, Yevgeniy Vorobeychik, Mykel Kochenderfer, Abhishek Dubey


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Towards Robust Sensor Fusion in Visual Perception


Jun 23, 2020
Shaojie Wang, Tong Wu, Yevgeniy Vorobeychik


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Towards Robustness against Unsuspicious Adversarial Examples


May 08, 2020
Liang Tong, Minzhe Guo, Atul Prakash, Yevgeniy Vorobeychik

* v1.0 

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On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities


Feb 27, 2020
Geoffrey Pettet, Ayan Mukhopadhyay, Mykel Kochenderfer, Yevgeniy Vorobeychik, Abhishek Dubey

* Accepted at AAMAS 2020 (International Conference on Autonomous Agents and Multiagent Systems) 

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Inducing Equilibria in Networked Public Goods Games through Network Structure Modification


Feb 25, 2020
David Kempe, Sixie Yu, Yevgeniy Vorobeychik


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Protecting Geolocation Privacy of Photo Collections


Dec 04, 2019
Jinghan Yang, Ayan Chakrabarti, Yevgeniy Vorobeychik

* AAAI 20 

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Deep Reinforcement Learning based Adaptive Moving Target Defense


Nov 27, 2019
Taha Eghtesad, Yevgeniy Vorobeychik, Aron Laszka


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Deception through Half-Truths


Nov 14, 2019
Andrew Estornell, Sanmay Das, Yevgeniy Vorobeychik


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Computing Equilibria in Binary Networked Public Goods Games


Nov 13, 2019
Sixie Yu, Kai Zhou, P. Jeffrey Brantingham, Yevgeniy Vorobeychik

* Accepted by AAAI 2020 

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The Tale of Evil Twins: Adversarial Inputs versus Backdoored Models


Nov 05, 2019
Ren Pang, Xinyang Zhang, Shouling Ji, Yevgeniy Vorobeychik, Xiaopu Luo, Ting Wang


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Path Planning Games


Oct 30, 2019
Yi Li, Yevgeniy Vorobeychik


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Attacking Vision-based Perception in End-to-End Autonomous Driving Models


Oct 02, 2019
Adith Boloor, Karthik Garimella, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang

* under review in the Journal of Systems Architecture 2019. arXiv admin note: substantial text overlap with arXiv:1903.05157 

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Defending Against Physically Realizable Attacks on Image Classification


Sep 20, 2019
Tong Wu, Liang Tong, Yevgeniy Vorobeychik

* v1.0 

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Adversarial Robustness of Similarity-Based Link Prediction


Sep 03, 2019
Kai Zhou, Tomasz P. Michalak, Yevgeniy Vorobeychik

* ICDM 2019 

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Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning


Jun 20, 2019
Liang Tong, Aron Laszka, Chao Yan, Ning Zhang, Yevgeniy Vorobeychik

* v1.0 

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Simple Physical Adversarial Examples against End-to-End Autonomous Driving Models


Mar 12, 2019
Adith Boloor, Xin He, Christopher Gill, Yevgeniy Vorobeychik, Xuan Zhang


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An Online Decision-Theoretic Pipeline for Responder Dispatch


Feb 21, 2019
Ayan Mukhopadhyay, Geoffrey Pettet, Chinmaya Samal, Abhishek Dubey, Yevgeniy Vorobeychik

* Appeared in ICCPS 2019 

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