Pith Number

pith:DYCH3FCG

pith:2025:DYCH3FCGFGKYDPPVLE33CHO6M4

not attested not anchored not stored refs pending

DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution

Ming-Hui Liu, Xiao-Qian Liu, Xin Luo, Xin-Shun Xu

arxiv:2505.04384 v1 · 2025-05-07 · 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{DYCH3FCGFGKYDPPVLE33CHO6M4}

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.

Cited by

1 paper in Pith

Suppressing Gradient Conflict for Generalizable Deepfake Detection

Receipt and verification

First computed	2026-07-05T10:59:51.100476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e047d9446299581bdf55937b11dde671726089237d192d0325aed6d70f758e2

Aliases

arxiv: 2505.04384 · arxiv_version: 2505.04384v1 · doi: 10.48550/arxiv.2505.04384 · pith_short_12: DYCH3FCGFGKY · pith_short_16: DYCH3FCGFGKYDPPV · pith_short_8: DYCH3FCG

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/DYCH3FCGFGKYDPPVLE33CHO6M4 \
  | 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: 1e047d9446299581bdf55937b11dde671726089237d192d0325aed6d70f758e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c4d3e9b255b00d27b5ebd64a5ba5d7154ccfa948722db27b83bab1be14a6302",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-07T13:05:32Z",
    "title_canon_sha256": "1f76a130dc25c972b0b8ed53ad7cc80653069cfe5caf07a9ee4116b189151d4e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04384",
    "kind": "arxiv",
    "version": 1
  }
}