Pith Number

pith:LO74VCUK

pith:2025:LO74VCUKNMSWAQYB6NALBMJYYE

not attested not anchored not stored refs pending

Generating and Detecting Various Types of Fake Image and Audio Content: A Review of Modern Deep Learning Technologies and Tools

Arash Dehghani, Hossein Saberi

arxiv:2501.06227 v1 · 2025-01-07 · cs.CR · 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{LO74VCUKNMSWAQYB6NALBMJYYE}

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.

Receipt and verification

First computed	2026-07-05T09:59:34.974701Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5bbfca8a8a6b25604301f340b0b138c109db99168e062e43e226e1b39c3604fb

Aliases

arxiv: 2501.06227 · arxiv_version: 2501.06227v1 · doi: 10.48550/arxiv.2501.06227 · pith_short_12: LO74VCUKNMSW · pith_short_16: LO74VCUKNMSWAQYB · pith_short_8: LO74VCUK

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/LO74VCUKNMSWAQYB6NALBMJYYE \
  | 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: 5bbfca8a8a6b25604301f340b0b138c109db99168e062e43e226e1b39c3604fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7cf54330228f8d64bef523731a86c8621c4c468c4e17afe7682c682e7f3c925d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-07T16:44:45Z",
    "title_canon_sha256": "1c088f0050896b1d1acba7a8c298e5d676b363ee075cf597344f7451608e504e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06227",
    "kind": "arxiv",
    "version": 1
  }
}