Pith Number

pith:SEYDM7HN

pith:2025:SEYDM7HNBA2RJEDMVF4YGG6446

not attested not anchored not stored refs pending

Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data

Bosen Rao, Chengcheng Zhu, Haibo Hu, Jiale Zhang, Qingming Li, Qingqing Ye, Shouling Ji, Xiaobing Sun, Xiapu Luo

arxiv:2501.05835 v1 · 2025-01-10 · 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{SEYDM7HNBA2RJEDMVF4YGG6446}

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	2026-07-05T09:59:29.139856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9130367ced083514906ca979831bdce7800ddc29705a3d1c60ab09bcfd58e156

Aliases

arxiv: 2501.05835 · arxiv_version: 2501.05835v1 · doi: 10.48550/arxiv.2501.05835 · pith_short_12: SEYDM7HNBA2R · pith_short_16: SEYDM7HNBA2RJEDM · pith_short_8: SEYDM7HN

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/SEYDM7HNBA2RJEDMVF4YGG6446 \
  | 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: 9130367ced083514906ca979831bdce7800ddc29705a3d1c60ab09bcfd58e156

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de9b28a80f69ba58e4a0cef04dc08f8603979b1747956927eb9f9410bde2d18a",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-10T10:16:35Z",
    "title_canon_sha256": "75a7678958d17e80b2902c8a3e57debe52a211056977790e2ba0d2c39e6be9f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05835",
    "kind": "arxiv",
    "version": 1
  }
}