The reviewed record of science sign in
Pith
Pith Number

pith:WNHGWP42

pith:2025:WNHGWP426NKHMGI6TGL42NQXX2
not attested not anchored not stored refs pending

ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning

Anirban Mukhopadhyay, Mirko Konstantin, Moritz Fuchs

arxiv:2508.02414 v1 · 2025-08-04 · cs.LG

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\usepackage{pith}
\pithnumber{WNHGWP426NKHMGI6TGL42NQXX2}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T11:48:13.982790Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b34e6b3f9af35476191e9997cd3617beb3cb892922ae8e9f35d471911b7eac22

Aliases

arxiv: 2508.02414 · arxiv_version: 2508.02414v1 · doi: 10.48550/arxiv.2508.02414 · pith_short_12: WNHGWP426NKH · pith_short_16: WNHGWP426NKHMGI6 · pith_short_8: WNHGWP42
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WNHGWP426NKHMGI6TGL42NQXX2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b34e6b3f9af35476191e9997cd3617beb3cb892922ae8e9f35d471911b7eac22
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8c3a34ac1289d7a20b410d3f3f597dacee5367bee1ae7512568a96f802b511a1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-04T13:36:41Z",
    "title_canon_sha256": "3bbf84b5eb862ee36b3b3c684fb23d0e86592b0fff9ea4f42755c7d424d99a33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02414",
    "kind": "arxiv",
    "version": 1
  }
}