Pith Number

pith:AJOFFOYD

pith:2023:AJOFFOYD3MABHBWCEFSZU2NDJ5

not attested not anchored not stored refs pending

Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder Approach

H. Vincent Poor, Jingjing Zheng, Kai Li, Ozgur B. Akan, Wei Ni, Xin Yuan

arxiv:2311.18498 v1 · 2023-11-30 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AJOFFOYD3MABHBWCEFSZU2NDJ5}

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	2026-07-05T07:18:43.140524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

025c52bb03db001386c221659a69a34f753af880fa140902a7858771ef4fad50

Aliases

arxiv: 2311.18498 · arxiv_version: 2311.18498v1 · doi: 10.48550/arxiv.2311.18498 · pith_short_12: AJOFFOYD3MAB · pith_short_16: AJOFFOYD3MABHBWC · pith_short_8: AJOFFOYD

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/AJOFFOYD3MABHBWCEFSZU2NDJ5 \
  | 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: 025c52bb03db001386c221659a69a34f753af880fa140902a7858771ef4fad50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9560403626e2bc71d3da894e9ef6cb68772e8b327e279f11ec0f59448a30831e",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-30T12:19:10Z",
    "title_canon_sha256": "67dd9d77495f62546f615bfe875156b3118ce6041bab2f0fbd7f64734c185a45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.18498",
    "kind": "arxiv",
    "version": 1
  }
}