8 citations · 11 across the 2 of their papers we have counts for
3 papers
cs.CR2022
Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets
Florian Tramèr, Reza Shokri, Ayrton San Joaquin +4
We introduce a new class of attacks on machine learning models. We show that an adversary who can poison a training dataset can cause models trained on this dataset to leak signifi…
math.OC2021★ 3 cited
Online Robust Control of Nonlinear Systems with Large Uncertainty
Dimitar Ho, Hoang M. Le, John C. Doyle +1
Robust control is a core approach for controlling systems with performance guarantees that are robust to modeling error, and is widely used in real-world systems. However, current…
cs.LG2019★ 8 cited
Imitation-Projected Programmatic Reinforcement Learning
Abhinav Verma, Hoang M. Le, Yisong Yue +1
We study the problem of programmatic reinforcement learning, in which policies are represented as short programs in a symbolic language. Programmatic policies can be more interpret…