Pith Number

pith:NXG4DYPD

pith:2024:NXG4DYPDMDFVQJYZQNTNPF2CDU

not attested not anchored not stored refs pending

Adaptive Meta-Learning for Robust Deepfake Detection: A Multi-Agent Framework to Data Drift and Model Generalization

Badri Narayan Subudhi, Dinesh Srivasthav P

arxiv:2411.08148 v1 · 2024-11-12 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NXG4DYPDMDFVQJYZQNTNPF2CDU}

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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

Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks

Receipt and verification

First computed	2026-07-05T09:34:42.066906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dcdc1e1e360cb5827198366d797421d052a83375d87e721a8459ec092478459

Aliases

arxiv: 2411.08148 · arxiv_version: 2411.08148v1 · doi: 10.48550/arxiv.2411.08148 · pith_short_12: NXG4DYPDMDFV · pith_short_16: NXG4DYPDMDFVQJYZ · pith_short_8: NXG4DYPD

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/NXG4DYPDMDFVQJYZQNTNPF2CDU \
  | 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: 6dcdc1e1e360cb5827198366d797421d052a83375d87e721a8459ec092478459

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a38d65c576976feff4f1dbdf13370902afe80c11f37da30ba9662b8f9bebb479",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-12T19:55:07Z",
    "title_canon_sha256": "4e29573bf4706e6b4b3c7d7886a6b6c408349d050bd62987c3d439e832dc8d39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08148",
    "kind": "arxiv",
    "version": 1
  }
}