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Paper · arXiv

CPU-Auth: Device Fingerprinting for Authentication via DVFS Side-Channel

Lack of effective authentication has resulted in numerous security and privacy breaches, including unauthorized access to protected information, identity theft, and fraud. One approach to mitigating such attacks is Multi-Factor Authentication (MFA), in which users must provide multiple pieces of information for authentication. Some secondary authentication factors include SMS text verification codes, biometrics, and tokens. Each contains at least one notable flaw: SMS is notoriously insecure; biometrics rely upon access to sensitive personal data; and tokens require dependence on third-party providers (e.g. OAuth providers). This work explores CPU-Auth, a novel authentication mechanism ba...

AuthorsRyan Swift
Primary categorycs.CR
Published7 October 2026
Last updated at source7 October 2026
cs.CRcs.LG
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