Pith Number

pith:PGW3D6VV

pith:2017:PGW3D6VVOQSRDJW6FFCQ75CLF2

not attested not anchored not stored refs pending

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Irene Giacomelli, Matt Fredrikson, Samuel Yeom, Somesh Jha

arxiv:1709.01604 v5 · 2017-09-05 · cs.CR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PGW3D6VVOQSRDJW6FFCQ75CLF2}

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

Dataset Watermarking for Closed LLMs with Provable Detection

Receipt and verification

First computed	2026-05-18T00:16:44.988386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79adb1fab5742511a6de29450ff44b2eba7454839cbd18a0bc7c9f0d3d6fda30

Aliases

arxiv: 1709.01604 · arxiv_version: 1709.01604v5 · doi: 10.48550/arxiv.1709.01604 · pith_short_12: PGW3D6VVOQSR · pith_short_16: PGW3D6VVOQSRDJW6 · pith_short_8: PGW3D6VV

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/PGW3D6VVOQSRDJW6FFCQ75CLF2 \
  | 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: 79adb1fab5742511a6de29450ff44b2eba7454839cbd18a0bc7c9f0d3d6fda30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7d7a67c04cec6b1b6cb5ff615d57bd3e1454ef1acfaffca28b848754a26c264",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2017-09-05T21:56:24Z",
    "title_canon_sha256": "eb053953154bc19f54b313e77c59ffc509a6a051ff9a4ce88a65b5558c282cb8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.01604",
    "kind": "arxiv",
    "version": 5
  }
}