Pith Number

pith:IRXZOKFI

pith:2022:IRXZOKFIICVP6XIHBUWAVOJCDS

not attested not anchored not stored refs pending

Fairness Evaluation in Deepfake Detection Models using Metamorphic Testing

Chun Yong Chong, Mei Kuan Lim, Meng Yi Kuan, Muxin Pu, Nyee Thoang Lim

arxiv:2203.06825 v1 · 2022-03-14 · cs.CV · cs.SE

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\usepackage{pith}
\pithnumber{IRXZOKFIICVP6XIHBUWAVOJCDS}

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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

Rethinking Individual Fairness in Deepfake Detection

Receipt and verification

First computed	2026-07-05T04:04:56.075364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

446f9728a840aaff5d070d2c0ab9221cbf43422c7b3879adbac3ca76b24f1898

Aliases

arxiv: 2203.06825 · arxiv_version: 2203.06825v1 · doi: 10.48550/arxiv.2203.06825 · pith_short_12: IRXZOKFIICVP · pith_short_16: IRXZOKFIICVP6XIH · pith_short_8: IRXZOKFI

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/IRXZOKFIICVP6XIHBUWAVOJCDS \
  | 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: 446f9728a840aaff5d070d2c0ab9221cbf43422c7b3879adbac3ca76b24f1898

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a448e8bd9dc0c9ce93ea981fa3bf80ab270bc1be9a1fbdcde80e45be2405745",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-14T02:44:56Z",
    "title_canon_sha256": "b270db51d1ad46180bc7d619c74bd82979c758ece39be291366518c9744ba0fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06825",
    "kind": "arxiv",
    "version": 1
  }
}