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Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Anomalous Input-Output Bit Correlation in SHA-3-256: Evidence of Structural Bias in the Keccak Sponge Construction

Authors: Aguilera Katayama, Kaoru;

Anomalous Input-Output Bit Correlation in SHA-3-256: Evidence of Structural Bias in the Keccak Sponge Construction

Abstract

We present empirical evidence of a statistically significant input-output bit correlation anomaly in SHA-3-256 (FIPS 202) that is not present in SHA-256. Specifically, when isolating a single input bit while randomizing all other input bits, SHA-3-256 exhibits output bit correlations exceeding 3 sigma at rates consistent with or slightly above random expectation. However, a positional dependency was observed: input byte position 8 (corresponding to the boundary of Keccak lane [1,0]) produced 4 correlated output bits with a maximum z-score of 4.30, while the SHA-256 control produced 0 correlated bits under identical conditions. While individual results remain within plausible statistical fluctuation, the positional structure of the anomaly — concentrated at lane boundaries — warrants further investigation and independent replication.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average