Pith Number

pith:L7U2B7BQ

pith:2025:L7U2B7BQ6SX7B2OHPASLB34HBL

not attested not anchored not stored refs pending

When Generative Replay Meets Evolving Deepfakes: Dual Confusion-Aware Regularization for Incremental Face Forgery Detection

Baojin Huang, Hao Shen, Jikang Cheng, Renye Yan, Wei Peng, Zhongyuan Wang

arxiv:2511.18436 v2 · 2025-11-23 · 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{L7U2B7BQ6SX7B2OHPASLB34HBL}

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	2026-07-21T01:20:40.048126Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fe9a0fc30f4aff0e9c77824b0ef870aed672c666be97be8c3085e02dc97deb1

Aliases

arxiv: 2511.18436 · arxiv_version: 2511.18436v2 · doi: 10.48550/arxiv.2511.18436 · pith_short_12: L7U2B7BQ6SX7 · pith_short_16: L7U2B7BQ6SX7B2OH · pith_short_8: L7U2B7BQ

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/L7U2B7BQ6SX7B2OHPASLB34HBL \
  | 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: 5fe9a0fc30f4aff0e9c77824b0ef870aed672c666be97be8c3085e02dc97deb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c9776c85e3ae5f4a42e3e47e306b061b0776019cfd223758325f394f1d56676",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-11-23T13:09:02Z",
    "title_canon_sha256": "c836affec1b72becbef9c6b3ac1ef353ad9461f596bbf38727df1335023dece8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.18436",
    "kind": "arxiv",
    "version": 2
  }
}