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Byzantine robustness

1 open-access journal article on Byzantine robustness, published in 2026 in Life of Research. Every record is free to read and download, with a permanent link and a ready-made citation.

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No Stable Self: What Self-Referential Anomaly Defence Can Certify for a Continually Learning System, Why Every Located Guarantee Holds the Benign Distribution Still, and Why Immunology's Own Answer Is a Damage Signal From Outside

Immune-inspired security proposes that a system can protect itself by learning what it normally is and treating departures from that as threats. Continual learning makes departure the normal case: the system is supposed to change, so a poisoning campaign and a legitimate shift in the data both…

Cite Related research LOR-00092 · 9 views · 6 downloads
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