Pith Number

pith:XKKRTX4G

pith:2024:XKKRTX4GDFK3FLDT7E76F5WIU2

not attested not anchored not stored refs pending

EmMark: Robust Watermarks for IP Protection of Embedded Quantized Large Language Models

Farinaz Koushanfar, Ruisi Zhang

arxiv:2402.17938 v1 · 2024-02-27 · cs.CR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XKKRTX4GDFK3FLDT7E76F5WIU2}

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

Invariant-based Robust Weights Watermark for Large Language Models

Receipt and verification

First computed	2026-07-05T07:50:09.970752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba9519df861955b2ac73f93fe2f6c8a6b1674fb814e41d4ddd4e1298c2035e3f

Aliases

arxiv: 2402.17938 · arxiv_version: 2402.17938v1 · doi: 10.48550/arxiv.2402.17938 · pith_short_12: XKKRTX4GDFK3 · pith_short_16: XKKRTX4GDFK3FLDT · pith_short_8: XKKRTX4G

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/XKKRTX4GDFK3FLDT7E76F5WIU2 \
  | 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: ba9519df861955b2ac73f93fe2f6c8a6b1674fb814e41d4ddd4e1298c2035e3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba2dcf6001cd59745787e90a5237729864bd561d64220619c793d8e554072d12",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-27T23:30:17Z",
    "title_canon_sha256": "2bba0057c7a5a69c3e7fe7078df6ce975bcb48e63680f6dcf439fa403071c5fb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17938",
    "kind": "arxiv",
    "version": 1
  }
}