Pith Number

pith:CMQSP3HF

pith:2024:CMQSP3HFEDCRA3L5WDNCWTNFT2

not attested not anchored not stored refs pending

Exploiting Alpha Transparency In Language And Vision-Based AI Systems

David Noever, Forrest McKee

arxiv:2402.09671 v1 · 2024-02-15 · cs.CV · 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{CMQSP3HFEDCRA3L5WDNCWTNFT2}

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

Novel AI Camera Camouflage: Face Cloaking Without Full Disguise

Receipt and verification

First computed	2026-07-05T07:45:34.664892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

132127ece520c5106d7db0da2b4da59ea1fe42f2fe1a0bad9f9f05a3d56726cc

Aliases

arxiv: 2402.09671 · arxiv_version: 2402.09671v1 · doi: 10.48550/arxiv.2402.09671 · pith_short_12: CMQSP3HFEDCR · pith_short_16: CMQSP3HFEDCRA3L5 · pith_short_8: CMQSP3HF

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/CMQSP3HFEDCRA3L5WDNCWTNFT2 \
  | 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: 132127ece520c5106d7db0da2b4da59ea1fe42f2fe1a0bad9f9f05a3d56726cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e22b97dccf193d09823019b8ad66606d4410f0e29df158bdcf5362a02f25633a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-15T02:38:23Z",
    "title_canon_sha256": "677f5f018685ad090c5b24ff90d2bd85c69383f98ec3b510c90db606b8e7cac8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09671",
    "kind": "arxiv",
    "version": 1
  }
}