Pith. sign in

Paper Integrity Record · LEDGER

Mean Aggregator is More Robust than Robust Aggregators under Label Poisoning Attacks on Distributed Heterogeneous Data

As of an unrecorded date, Pith completed 0 of 0 listed checks against arXiv:2404.13647. No listed check completed, so this record makes no findings claim.

This is a record of named checks, not a clean-status claim or a paper verdict.

pith.integrity.v1
2404.13647 v2
pith:2024:4IA65L7BMNLTUUOI4QLGPB2OQP

Coverage vector

No checks are listed for this paper yet.

Listed checks

No checks are listed for this paper yet.

Observations

No checks are listed for this paper yet.

Methods and limits

Each listed check names the surface it examined. A skipped, failed, partial, unavailable, not collected, not requested, or withheld check says nothing about what a completed check would have returned.

  • Only checks with status completed enter the claim sentence numerator.
  • Findings appear only from completed checks and only within the scope printed for that check.
  • Severity labels describe one observation row. They do not roll up into a paper judgment.