INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 7/9/2026, 4:00:00 AM · TLP amber
Summary
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Continual Learning With Participation Privacy: An Auditable Buffering-Aggregation Recipe arXiv:2607.07209v1 Announce Type: new Abstract: Modern federated and streaming learning systems often release intermediate models, so privacy must hold for the full trajectory under adaptive interaction. Motivated by participation privacy, we study single-edit neighboring user streams, where one insertion/deletion shifts all subsequent updates and defeats standard Hamming-neighbor contin…
https://arxiv.org/abs/2607.07209
sha256:817f37bef83ef81657b2101d086522694c2dfe981cd57403f79f3f5eccc74c12
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