Too Long; Didn't Read
This paper presents a comprehensive survey of zero-knowledge proof-based verifiable machine learning (ZKP-VML) technology. We first analyze the potential verifiability issues that may exist in different machine learning scenarios. Subsequently, we provide a formal definition of ZKP-VML. We then conduct a detailed analysis and classification of existing works based on their technical approaches. Finally, we discuss the key challenges and future directions in the field of ZKP-based VML.
@escholar
EScholar: Electronic Academic Papers for Scholars
We publish the best academic work (that's too often lost to peer reviews & the TA's desk) to the global tech community
Receive Stories from @escholar
RELATED STORIES
L O A D I N G
. . . comments & more!