2 papers
cs.CR2021
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Jack W. Stokes, Paul England, Kevin Kane
Recent research has successfully demonstrated new types of data poisoning attacks. To address this problem, some researchers have proposed both offline and online data poisoning de…
cs.MM2020
AMP: Authentication of Media via Provenance
Paul England, Henrique S. Malvar, Eric Horvitz +16
Advances in graphics and machine learning have led to the general availability of easy-to-use tools for modifying and synthesizing media. The proliferation of these tools threatens…