HistoTrust: tracing AI behavior with secure hardware and blockchain technology
نویسندگان
چکیده
Abstract In areas of activity where the notion accountability is strong, adoption artificial intelligence (AI) limited by opacity and lack understanding its behavior, all more so in embedded domain neural networks are compressed executed on microcontrollers. While NIST introduced 2021 several principles allowing AI explainability, this paper introduces a novel scheme, HistoTrust, combining secure hardware blockchain technology to bring trust traceability behavior allow explainability. HistoTrust attests an Ethereum ledger relevant data produced physical device, especially heuristics inferred AI. Thus, audition allows security verifications analysis.
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ژورنال
عنوان ژورنال: Annales Des Télécommunications
سال: 2023
ISSN: ['0003-4347', '1958-9395']
DOI: https://doi.org/10.1007/s12243-022-00943-6