Pith Number

pith:SZ7K4EQH

pith:2025:SZ7K4EQHWCLQU7OPP4YS7OOPYC

not attested not anchored not stored refs pending

Catch-Only-One: Non-Transferable Examples for Model-Specific Authorization

Akide Liu, Derui Wang, Guangdong Bai, Minhui Xue, Shuofeng Liu, Zhiyong Ma, Zhongkui Ma, Zihan Wang

arxiv:2510.10982 v2 · 2025-10-13 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZ7K4EQHWCLQU7OPP4YS7OOPYC}

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

2 papers in Pith

Re-Key-Free, Risky-Free: Adaptable Model Usage Control

Variational Feature Compression for Model-Specific Representations

Receipt and verification

First computed	2026-06-02T01:03:35.318186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

967eae1207b0970a7dcf7f312fb9cfc08b39aceebc3dcb0473caa782a29def21

Aliases

arxiv: 2510.10982 · arxiv_version: 2510.10982v2 · doi: 10.48550/arxiv.2510.10982 · pith_short_12: SZ7K4EQHWCLQ · pith_short_16: SZ7K4EQHWCLQU7OP · pith_short_8: SZ7K4EQH

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/SZ7K4EQHWCLQU7OPP4YS7OOPYC \
  | 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: 967eae1207b0970a7dcf7f312fb9cfc08b39aceebc3dcb0473caa782a29def21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c71442454451efeb7762427462e9cf2c3ca1326278713ba0e27d960f30abc2a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-13T03:43:11Z",
    "title_canon_sha256": "177bf60a3f344ac985901b09f109e12b703f156b933880091e9a421fc867b7b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.10982",
    "kind": "arxiv",
    "version": 2
  }
}