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There have been some attempts at formally verifying lack of timing attacks (to the extent allowed by hardware). This is the one I know the most about: https://dl.acm.org/doi/pdf/10.1145/3314221.3314605 but there are likely others


Also in around side channel topic for example:

E. Prouff and M. Rivain, Masking against Side-Channel Attacks: A Formal Security Proof, EUROCRYPT 2013, LNCS 7881

S. Dziembowski and K. Pietrzak, "Leakage-Resilient Cryptography, 10.1109/FOCS.2008.56.






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