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cs.CR2026
Media Integrity and Authentication: Status, Directions, and Futures
Jessica Young, Sam Vaughan, Andrew Jenks +9
We provide background on emerging challenges and future directions with media integrity and authentication methods, focusing on distinguishing AI-generated media from authentic con…
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…