Pith Number

pith:KJXNXK7X

pith:2025:KJXNXK7XD3E6Q5ICEEISRYQJH6

not attested not anchored not stored refs pending

Ensemble-Based Deepfake Detection using State-of-the-Art Models with Robust Cross-Dataset Generalisation

Haroon Wahab, Hassan Ugail, Lujain Jaleel

arxiv:2507.05996 v1 · 2025-07-08 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KJXNXK7XD3E6Q5ICEEISRYQJH6}

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	2026-07-05T11:33:39.687794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

526edbabf71ec9e87502211128e2093fa6575ab970e58164aaf33d915410c205

Aliases

arxiv: 2507.05996 · arxiv_version: 2507.05996v1 · doi: 10.48550/arxiv.2507.05996 · pith_short_12: KJXNXK7XD3E6 · pith_short_16: KJXNXK7XD3E6Q5IC · pith_short_8: KJXNXK7X

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/KJXNXK7XD3E6Q5ICEEISRYQJH6 \
  | 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: 526edbabf71ec9e87502211128e2093fa6575ab970e58164aaf33d915410c205

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16ce3174d11d1376122d0a8a4b5af2efe0532f02f56fa07fff48ae56eda57df7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-08T13:54:48Z",
    "title_canon_sha256": "d81e7ded342e1b7b23f09e6f8b651e38f49ff45cf78dbf08e4da11dda48ff2f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.05996",
    "kind": "arxiv",
    "version": 1
  }
}