Pith Number

pith:WB6X6H7F

pith:2022:WB6X6H7FL5AR3ERZE3BGK2G6IS

not attested not anchored not stored refs pending

Generative Poisoning Using Random Discriminators

Alex Kolmus, Dirren van Vlijmen, Martha Larson, Zhengyu Zhao, Zhuoran Liu

arxiv:2211.01086 v1 · 2022-11-02 · 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{WB6X6H7FL5AR3ERZE3BGK2G6IS}

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

Nonlinear Transformations Against Unlearnable Datasets

Receipt and verification

First computed	2026-07-05T05:12:37.950220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b07d7f1fe55f411d923926c26568de44a13e3932c2f1461ebd6b8aff80457960

Aliases

arxiv: 2211.01086 · arxiv_version: 2211.01086v1 · doi: 10.48550/arxiv.2211.01086 · pith_short_12: WB6X6H7FL5AR · pith_short_16: WB6X6H7FL5AR3ERZ · pith_short_8: WB6X6H7F

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/WB6X6H7FL5AR3ERZE3BGK2G6IS \
  | 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: b07d7f1fe55f411d923926c26568de44a13e3932c2f1461ebd6b8aff80457960

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca83c578d0dd9427828482e705b7b1203c267c404aa220e144cfe4c65feadaf9",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-02T12:54:27Z",
    "title_canon_sha256": "f6db77fb92f9007a027cd6dec9fcb82ad0283471da2358e47068d8d2f5c7a57c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.01086",
    "kind": "arxiv",
    "version": 1
  }
}