Pith Number

pith:YJRJQP7O

pith:2025:YJRJQP7ODFA2QKVKOUT4H335DU

not attested not anchored not stored refs pending

Revisiting Deepfake Detection: Chronological Continual Learning and the Limits of Generalization

Anxhelo Diko, Bachir Kaddar, Federico Fontana, Gian Luca Foresti, Luigi Cinque, Marco Raoul Marini, Romeo Lanzino

arxiv:2509.07993 v1 · 2025-08-29 · cs.LG · cs.AI · cs.CV · cs.GR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YJRJQP7ODFA2QKVKOUT4H335DU}

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	2026-07-05T12:08:09.244867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c262983fee1941a82aaa7527c3ef7d1d08338ac2e1c86b5cb85cbbed8f00ad8d

Aliases

arxiv: 2509.07993 · arxiv_version: 2509.07993v1 · doi: 10.48550/arxiv.2509.07993 · pith_short_12: YJRJQP7ODFA2 · pith_short_16: YJRJQP7ODFA2QKVK · pith_short_8: YJRJQP7O

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/YJRJQP7ODFA2QKVKOUT4H335DU \
  | 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: c262983fee1941a82aaa7527c3ef7d1d08338ac2e1c86b5cb85cbbed8f00ad8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "294c65a7f14217b3989f058b639e607de62d300cde9eec99f0b74601f0ab18d0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.GR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-29T13:34:21Z",
    "title_canon_sha256": "9d5e1b31820f321deeae04008bd3cacdef208007df4d15b1929136be600af45c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07993",
    "kind": "arxiv",
    "version": 1
  }
}