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To guarantee SRAM PUF reliability, state-of-the-art articles use ECC (fuzzy extractor) and/or pre-selection techniques /wiki/spaces/SaraPhD/pages/2338717699 :
ECC
Polar codes: A Robust SRAM-PUF Key Generation Scheme Based on Polar Codes
based on Hashing and BCH: Lightweight (Reverse) Fuzzy Extractor with Multiple Referenced PUF Responses
BCH: https://www.sciencedirect.com/science/article/pii/S0026269220304432
Pre-selection
https://link.springer.com/article/10.1007/s10207-023-00668-0 google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&cad=rja&uact=8&ved=2ahUKEwiwse6n79H_AhVMTqQEHUzXD_YQFnoECBEQAQ&url=https%3A%2F%2Frepository.tudelft.nl%2Fislandora%2Fobject%2Fuuid%253A4f879ecf-95d5-4482-8931-8c40abde0e79&usg=AOvVaw0n3HcX2dWx6for1QIi5yX8&opi=89978449
Repetition code: A Microcontroller SRAM-PUF
HC (Hamming Code) / Golay2412 (corrects up to 3 errors for each 12 bits) / Repetition Code: https://arxiv.org/abs/2301.07048
Pre-selection
Error reduction of SRAM-based physically unclonable function for chip authentication
https://www.sciencedirect.com/science/article/pii/S0167926018304747https://link.springer.com/article/10.1007/s41635-017-0012-3
Fourier analysis: A Novel Security Key Generation Method for SRAM PUF Based on Fourier Analysis
Both: ECC+preselection
Modified SRAM design (hardening)
hardening +ECC: https://www.sciencedirect.com/science/article/pii/S0026269220304432 → Typical constructions comprise a repetition code (C rep) followed by a Reed-Muller code (RM) to obtain a failure rate Pfail <10−6.
hardening +ECC: A 0.19pJ/b PVT-Variation-Tolerant Hybrid Physically Unclonable Function Circuit for 100% Stable Secure Key Generation in 22nm CMOS
Improving reliability through power-up control
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helper data is public and can be stored on a remote server, see https://link.springer.com/article/10.1007/s10207-023-00668-0 where the protocol is explained, they used the fact of turning off the power for a short time after putting all the values to 1, but with some change in the hardware design of the SRAM memory → ECC+pre-selection
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