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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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Distributionally Robust Removal of Malicious Nodes from Networks

Jan 31, 2019
Sixie Yu, Yevgeniy Vorobeychik

* 16 pages 

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Removing Malicious Nodes from Networks

Jan 06, 2019
Sixie Yu, Yevgeniy Vorobeychik

* add stronger results and more complete proof details to Theorem 3.2 

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Regularized Ensembles and Transferability in Adversarial Learning

Dec 05, 2018
Yifan Chen, Yevgeniy Vorobeychik

* 9 pages 

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A Framework for Validating Models of Evasion Attacks on Machine Learning, with Application to PDF Malware Detection

Jun 13, 2018
Liang Tong, Bo Li, Chen Hajaj, Chaowei Xiao, Yevgeniy Vorobeychik

* 1. v3.0 

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Adversarial Regression with Multiple Learners

Jun 06, 2018
Liang Tong, Sixie Yu, Scott Alfeld, Yevgeniy Vorobeychik

* Accepted by ICML'18 

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Optical Neural Networks

May 29, 2018
Grant Fennessy, Yevgeniy Vorobeychik

* Submitted to NIPS 2018 

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Adversarial Regression for Detecting Attacks in Cyber-Physical Systems

Apr 30, 2018
Amin Ghafouri, Yevgeniy Vorobeychik, Xenofon Koutsoukos


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