Pith Number

pith:DKUDLETN

pith:2022:DKUDLETNPZV62AEW7TTAZXLMMS

not attested not anchored not stored refs pending

Analyzing Fairness in Deepfake Detection With Massively Annotated Databases

Kiran Raja, Marius Pedersen, Philipp Terh\"orst, Ying Xu

arxiv:2208.05845 v4 · 2022-08-11 · cs.CV · cs.CY · cs.LG

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\usepackage{pith}
\pithnumber{DKUDLETNPZV62AEW7TTAZXLMMS}

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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

Toward Calibrated, Fair, and accurate Deepfake Detection

Receipt and verification

First computed	2026-07-05T07:54:29.092171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1aa835926d7e6bed0096fce60cdd6c6485f6abaa1648a4c5f07c0abded7735f9

Aliases

arxiv: 2208.05845 · arxiv_version: 2208.05845v4 · doi: 10.48550/arxiv.2208.05845 · pith_short_12: DKUDLETNPZV6 · pith_short_16: DKUDLETNPZV62AEW · pith_short_8: DKUDLETN

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/DKUDLETNPZV62AEW7TTAZXLMMS \
  | 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: 1aa835926d7e6bed0096fce60cdd6c6485f6abaa1648a4c5f07c0abded7735f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcbb0dc95409e3613e982d0de6d3ec9e1efb6f3f94196c6cf0fc81cf2e54e5f9",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-08-11T14:28:21Z",
    "title_canon_sha256": "5c7b915b4f96a4258a9d2c58fdaf3eb58cd527090c01c91706a116c03068d4b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.05845",
    "kind": "arxiv",
    "version": 4
  }
}