Pith Number

pith:W2NLPCSE

pith:2021:W2NLPCSE2JQUQYZF76WMZLYSPQ

not attested not anchored not stored refs pending

Deepfakes Generation and Detection: State-of-the-art, open challenges, countermeasures, and way forward

Ali Javed, Aun Irtaza, Khalid Mahmood Malik, Marriam Nawaz, Momina Masood

arxiv:2103.00484 v2 · 2021-02-25 · cs.CR · cs.LG · cs.SD · eess.AS · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W2NLPCSE2JQUQYZF76WMZLYSPQ}

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

A Lightweight and Interpretable Deepfakes Detection Framework

Receipt and verification

First computed	2026-07-05T03:34:05.763076Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b69ab78a44d261486325ffacccaf127c177f6c7bc07779910ed638f170712c30

Aliases

arxiv: 2103.00484 · arxiv_version: 2103.00484v2 · doi: 10.48550/arxiv.2103.00484 · pith_short_12: W2NLPCSE2JQU · pith_short_16: W2NLPCSE2JQUQYZF · pith_short_8: W2NLPCSE

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/W2NLPCSE2JQUQYZF76WMZLYSPQ \
  | 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: b69ab78a44d261486325ffacccaf127c177f6c7bc07779910ed638f170712c30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4983264e1913d8d543ac10e655bff055fd54b7f023ad0e60733bc411037f9974",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-02-25T18:26:50Z",
    "title_canon_sha256": "23487056c2cbe01351a9293ffc7a2c7d938132ac066c64a07f124d2e9a37c829"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.00484",
    "kind": "arxiv",
    "version": 2
  }
}