Pith Number

pith:LG7HA3ZU

pith:2025:LG7HA3ZUB2KMJMPCGLBZCHYPLI

not attested not anchored not stored refs pending

Rethinking Individual Fairness in Deepfake Detection

Aryana Hou, Justin Li, Li Lin, Shu Hu

arxiv:2507.14326 v2 · 2025-07-18 · cs.LG · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LG7HA3ZUB2KMJMPCGLBZCHYPLI}

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	2026-07-05T11:45:37.644054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59be706f340e94c4b1e232c3911f0f5a1edf521b892f501953f8b45b2776f6af

Aliases

arxiv: 2507.14326 · arxiv_version: 2507.14326v2 · doi: 10.48550/arxiv.2507.14326 · pith_short_12: LG7HA3ZUB2KM · pith_short_16: LG7HA3ZUB2KMJMPC · pith_short_8: LG7HA3ZU

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/LG7HA3ZUB2KMJMPCGLBZCHYPLI \
  | 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: 59be706f340e94c4b1e232c3911f0f5a1edf521b892f501953f8b45b2776f6af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3791010477d610d0e1f522722e09aeb6c5b1cbe4ddf7fc304fc189c37c2d460e",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-18T19:04:47Z",
    "title_canon_sha256": "7cfa492fa19e85e759b16f1596417446adaa0bf36ac6b1416c4d09805e7cbb9e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.14326",
    "kind": "arxiv",
    "version": 2
  }
}