6 citations · 20 across the 12 of their papers we have counts for
5 papers · 1 filter
Who's Afraid of Thomas Bayes?
Erick Galinkin
In many cases, neural networks perform well on test data, but tend to overestimate their confidence on out-of-distribution data. This has led to adoption of Bayesian neural network…
Winning the Ransomware Lottery: A Game-Theoretic Model for Mitigating Ransomware Attacks
Erick Galinkin
Ransomware is a growing threat to individuals and enterprises alike, constituting a major factor in cyber insurance and in the security planning of every organization. Although the…
The State of AI Ethics Report (January 2021)
Abhishek Gupta, Alexandrine Royer, Connor Wright +9
The 3rd edition of the Montreal AI Ethics Institute's The State of AI Ethics captures the most relevant developments in AI Ethics since October 2020. It aims to help anyone, from m…
The Influence of Dropout on Membership Inference in Differentially Private Models
Erick Galinkin
Differentially private models seek to protect the privacy of data the model is trained on, making it an important component of model security and privacy. At the same time, data sc…
Information Security Games: A Survey
Erick Galinkin
We introduce some preliminaries about game theory and information security. Then surveying a subset of the literature, we identify opportunities for future research.