Pith Number

pith:EXVMT4LW

pith:2022:EXVMT4LWTUW7RLCCQXEILSQWDO

not attested not anchored not stored refs pending

A Mutation-based Text Generation for Adversarial Machine Learning Applications

Gongbo Liang, Izzat Alsmadi, Jesus Guerrero

arxiv:2212.11808 v1 · 2022-12-21 · cs.CL · 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{EXVMT4LWTUW7RLCCQXEILSQWDO}

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

GenAI Content Detection Task 3: Cross-Domain Machine-Generated Text Detection Challenge

Receipt and verification

First computed	2026-07-05T05:27:43.335417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25eac9f1769d2df8ac4285c885ca161bac26cd3e8e004419b5cc3f00f62c9799

Aliases

arxiv: 2212.11808 · arxiv_version: 2212.11808v1 · doi: 10.48550/arxiv.2212.11808 · pith_short_12: EXVMT4LWTUW7 · pith_short_16: EXVMT4LWTUW7RLCC · pith_short_8: EXVMT4LW

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/EXVMT4LWTUW7RLCCQXEILSQWDO \
  | 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: 25eac9f1769d2df8ac4285c885ca161bac26cd3e8e004419b5cc3f00f62c9799

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "874c60599756e3fccc5dca3443ff8036f6bc0b6f5561060326047e9ebd376a08",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-21T04:57:59Z",
    "title_canon_sha256": "736758fe88ee689153845cf7789b441d196d2a3da09d3b0ef8d4c0cb31836b8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.11808",
    "kind": "arxiv",
    "version": 1
  }
}