Pith Number

pith:O4GININT

pith:2024:O4GININTXG55VYYAJBJOLCKCQ7

not attested not anchored not stored refs pending

Generated Data with Fake Privacy: Hidden Dangers of Fine-tuning Large Language Models on Generated Data

Atilla Akkus, Junjie Chu, Masoud Poorghaffar Aghdam, Michael Backes, Mingjie Li, Sinem Sav, Yang Zhang

arxiv:2409.11423 v2 · 2024-09-12 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O4GININTXG55VYYAJBJOLCKCQ7}

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.

Cited by

1 paper in Pith

Privacy Leakage in Federated Learning in Radiology Reports: A Comparative Evaluation of Tokenizer-Driven Privacy Risks

Receipt and verification

First computed	2026-07-05T10:06:43.854149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

770c86a1b3b9bbdae3004852e5894287f468f810e4c76ddbfcb4f0e787f378a2

Aliases

arxiv: 2409.11423 · arxiv_version: 2409.11423v2 · doi: 10.48550/arxiv.2409.11423 · pith_short_12: O4GININTXG55 · pith_short_16: O4GININTXG55VYYA · pith_short_8: O4GININT

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/O4GININTXG55VYYAJBJOLCKCQ7 \
  | 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: 770c86a1b3b9bbdae3004852e5894287f468f810e4c76ddbfcb4f0e787f378a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af9dd852139490bab07cd2f98f1042e0d1998fdba15b34db352ddfc9ad9b79a9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-12T10:14:12Z",
    "title_canon_sha256": "bebc92cbff369e62b7cccf95d0556c63e2216cea2d2d4aad34369f7d72cce823"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11423",
    "kind": "arxiv",
    "version": 2
  }
}