Pith Number

pith:2CLF6AGD

pith:2021:2CLF6AGDYW4EO5T3M32KQDOYMO

not attested not anchored not stored refs pending

To Trust or Not To Trust Prediction Scores for Membership Inference Attacks

Dominik Hintersdorf, Kristian Kersting, Lukas Struppek

arxiv:2111.09076 v3 · 2021-11-17 · cs.LG · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2CLF6AGDYW4EO5T3M32KQDOYMO}

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

An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks

Receipt and verification

First computed	2026-07-05T05:35:12.036406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0965f00c3c5b847767b66f4a80dd863bbfe0ae45921f367da0a46f1ac7a3bd5

Aliases

arxiv: 2111.09076 · arxiv_version: 2111.09076v3 · doi: 10.48550/arxiv.2111.09076 · pith_short_12: 2CLF6AGDYW4E · pith_short_16: 2CLF6AGDYW4EO5T3 · pith_short_8: 2CLF6AGD

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/2CLF6AGDYW4EO5T3M32KQDOYMO \
  | 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: d0965f00c3c5b847767b66f4a80dd863bbfe0ae45921f367da0a46f1ac7a3bd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c8e4c71cdb8934a660b344840c33afa216ae45d7bc74902b0e47d044126bcd2",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-17T12:39:04Z",
    "title_canon_sha256": "b73179b453d9cc0b8ae2d0aaae9eba0040e0cc1c8e9739e990f6d973eb664e19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.09076",
    "kind": "arxiv",
    "version": 3
  }
}