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Erick Galinkin

Montreal AI Ethics Institute

Evaluating Attacker Risk Behavior in an Internet of Things Ecosystem


Sep 23, 2021
Erick Galinkin, John Carter, Spiros Mancoridis

* To appear in Proceedings of the Conference on Decision and Game Theory for Security 2021 

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Who's Afraid of Thomas Bayes?


Jul 30, 2021
Erick Galinkin


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The State of AI Ethics Report (January 2021)


May 19, 2021
Abhishek Gupta, Alexandrine Royer, Connor Wright, Falaah Arif Khan, Victoria Heath, Erick Galinkin, Ryan Khurana, Marianna Bergamaschi Ganapini, Muriam Fancy, Masa Sweidan, Mo Akif, Renjie Butalid

* 188 pages 

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The Influence of Dropout on Membership Inference in Differentially Private Models


Mar 16, 2021
Erick Galinkin

* Additional work ongoing, revisions expected June 2021 

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The State of AI Ethics Report (October 2020)


Nov 05, 2020
Abhishek Gupta, Alexandrine Royer, Victoria Heath, Connor Wright, Camylle Lanteigne, Allison Cohen, Marianna Bergamaschi Ganapini, Muriam Fancy, Erick Galinkin, Ryan Khurana, Mo Akif, Renjie Butalid, Falaah Arif Khan, Masa Sweidan, Audrey Balogh

* 158 pages 

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Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View


Sep 16, 2020
Erick Galinkin


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Green Lighting ML: Confidentiality, Integrity, and Availability of Machine Learning Systems in Deployment


Jul 09, 2020
Abhishek Gupta, Erick Galinkin

* 2 pages 

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The State of AI Ethics Report (June 2020)


Jun 25, 2020
Abhishek Gupta, Camylle Lanteigne, Victoria Heath, Marianna Bergamaschi Ganapini, Erick Galinkin, Allison Cohen, Tania De Gasperis, Mo Akif, Renjie Butalid

* 128 pages 

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