Pith Number

pith:HCAOXTKQ

pith:2024:HCAOXTKQNGEQJORERX74LMIT4O

not attested not anchored not stored refs pending

Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data

Alberto Huertas Celdr\'an, Burkhard Stiller, Chao Feng, Gerome Bovet, Jan von der Assen, Zien Zeng, Zi Ye

arxiv:2409.19302 v3 · 2024-09-28 · cs.CR · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HCAOXTKQNGEQJORERX74LMIT4O}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T09:34:20.250214Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3880ebcd50698904ba248dffc5b113e3a5ead93aac5461456e0569f977fbe184

Aliases

arxiv: 2409.19302 · arxiv_version: 2409.19302v3 · doi: 10.48550/arxiv.2409.19302 · pith_short_12: HCAOXTKQNGEQ · pith_short_16: HCAOXTKQNGEQJORE · pith_short_8: HCAOXTKQ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/HCAOXTKQNGEQJORERX74LMIT4O \
  | 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: 3880ebcd50698904ba248dffc5b113e3a5ead93aac5461456e0569f977fbe184

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "169c8d7fbb433b6f98373228eb8f2f86449c2a435e2c216aa44eb719a0758090",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-28T10:09:37Z",
    "title_canon_sha256": "a158f66a1b95a35e84ec50ff5daa85b929c2b783eddee6838047ff57da7fe010"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19302",
    "kind": "arxiv",
    "version": 3
  }
}