Pith Number

pith:ABM3DDWW

pith:2025:ABM3DDWWJK32XRMJRXAGV754AQ

not attested not anchored not stored refs pending

Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024

Aerin Kim, Arnab Karmakar, Ben Caffee, Changyeon Lee, Emmanuel Tanumihardja, Hannah Lee, Jongwook Choi, Kevin Farhat, Lin Qiu, Nuria Alina Chandra, Oren Etzioni, Ryan Murtfeldt, Sejin Paik

arxiv:2503.02857 v5 · 2025-03-04 · cs.CV · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ABM3DDWWJK32XRMJRXAGV754AQ}

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

10 papers in Pith

From AI-Generated Content to Agentic Action: Security and Safety Threats in Generative AI

A SUPERB-Style Benchmark of Self-Supervised Speech Models for Audio Deepfake Detection

Detecting Deception, Not Deepfakes: Why Media Forensics Needs Social Theories

Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection

Alethia: A Foundational Encoder for Voice Deepfakes

Receipt and verification

First computed	2026-05-28T01:04:27.132087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0059b18ed64ab7abc5898dc06affbc040d3325f3ec473a99d975043d50ff0073

Aliases

arxiv: 2503.02857 · arxiv_version: 2503.02857v5 · doi: 10.48550/arxiv.2503.02857 · pith_short_12: ABM3DDWWJK32 · pith_short_16: ABM3DDWWJK32XRMJ · pith_short_8: ABM3DDWW

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/ABM3DDWWJK32XRMJRXAGV754AQ \
  | 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: 0059b18ed64ab7abc5898dc06affbc040d3325f3ec473a99d975043d50ff0073

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0f30a678b4a0ce6746e36f4a1323654e75a1dd1c852a274418af424cb8d4dfb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-04T18:33:22Z",
    "title_canon_sha256": "b4632118b104eb49f2671607c85499d1cb76306731a960e0fe33c745e84954d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.02857",
    "kind": "arxiv",
    "version": 5
  }
}