Pith Number

pith:KI32L3NC

pith:2022:KI32L3NC4XXGOSLNMCLCG3TV6K

not attested not anchored not stored refs pending

Attacker Attribution of Audio Deepfakes

Franziska Dieckmann, Jennifer Williams, Nicolas M. M\"uller

arxiv:2203.15563 v1 · 2022-03-28 · cs.CR · cs.LG · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KI32L3NC4XXGOSLNMCLCG3TV6K}

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

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing

Receipt and verification

First computed	2026-07-05T04:09:26.881816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5237a5eda2e5ee67496d6096236e75f2a0e459c66e20dd11303cf6cf26ac7abe

Aliases

arxiv: 2203.15563 · arxiv_version: 2203.15563v1 · doi: 10.48550/arxiv.2203.15563 · pith_short_12: KI32L3NC4XXG · pith_short_16: KI32L3NC4XXGOSLN · pith_short_8: KI32L3NC

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/KI32L3NC4XXGOSLNMCLCG3TV6K \
  | 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: 5237a5eda2e5ee67496d6096236e75f2a0e459c66e20dd11303cf6cf26ac7abe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6f9da4366cc3647332cef85e52180faf6a76be900dcdf2ed14917a8690d6846",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-03-28T09:25:31Z",
    "title_canon_sha256": "a98ede600ad8c4512cd038cec64070603a9c2723d9be93292093a7aabcbd6b43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.15563",
    "kind": "arxiv",
    "version": 1
  }
}