13 citations · 31 across the 9 of their papers we have counts for
Showing 2019 · cs.CRShow all
3 papers · 2 filters
cs.CR2019★ 3 cited
A Game-Theoretic Approach to Adversarial Linear Support Vector Classification
Farhad Farokhi
In this paper, we employ a game-theoretic model to analyze the interaction between an adversary and a classifier. There are two classes (i.e., positive and negative classes) to whi…
cs.CR2019★ 6 cited
The Value of Collaboration in Convex Machine Learning with Differential Privacy
Nan Wu, Farhad Farokhi, David Smith +1
In this paper, we apply machine learning to distributed private data owned by multiple data owners, entities with access to non-overlapping training datasets. We use noisy, differe…
cs.CR2019
Implementing Homomorphic Encryption Based Secure Feedback Control for Physical Systems
Julian Tran, Farhad Farokhi, Michael Cantoni +1
This paper is about an encryption based approach to the secure implementation of feedback controllers for physical systems. Specifically, Paillier's homomorphic encryption is used…