Pith Number

pith:GGJACEJI

pith:2022:GGJACEJILI3XJVYNVWHIGCZY7G

not attested not anchored not stored refs pending

Adversarial Robustness of Neural-Statistical Features in Detection of Generative Transformers

Evan Crothers, Herna Viktor, Nathalie Japkowicz, Paula Branco

arxiv:2203.07983 v1 · 2022-03-02 · cs.CL · cs.AI · 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{GGJACEJILI3XJVYNVWHIGCZY7G}

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	2026-07-05T05:02:58.912029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31920111285a3774d70dad8e830b38f980745c9bed4f9ff969d123f25598111f

Aliases

arxiv: 2203.07983 · arxiv_version: 2203.07983v1 · doi: 10.48550/arxiv.2203.07983 · pith_short_12: GGJACEJILI3X · pith_short_16: GGJACEJILI3XJVYN · pith_short_8: GGJACEJI

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/GGJACEJILI3XJVYNVWHIGCZY7G \
  | 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: 31920111285a3774d70dad8e830b38f980745c9bed4f9ff969d123f25598111f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9988209b237a02b1983e3145cd891ed231f04bb951e661c8c994a666daf365e7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-03-02T16:46:39Z",
    "title_canon_sha256": "3f953e10ecb98e7ac0445d4fc142088903fbc1ce69841b852c4dc41990dae1b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07983",
    "kind": "arxiv",
    "version": 1
  }
}