Pith Number

pith:GBAA7IUP

pith:2025:GBAA7IUP3CAS2SRFDWJ32A67TN

not attested not anchored not stored refs pending

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems

Amine Bermak, Issa Khalil, Naseem Khan, Tuan Nguyen

arxiv:2507.21157 v1 · 2025-07-24 · cs.CR · 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{GBAA7IUP3CAS2SRFDWJ32A67TN}

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

2 papers in Pith

STRIKE: A Structured Taxonomy of Cybercrime for Risk, Impact, Knowledge, and Evolution

LLM Harms: A Taxonomy and Discussion

Receipt and verification

First computed	2026-07-05T11:44:32.370985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30400fa28fd8812d4a251d93bd03df9b702665691f69d4d1153a146fd7c2f904

Aliases

arxiv: 2507.21157 · arxiv_version: 2507.21157v1 · doi: 10.48550/arxiv.2507.21157 · pith_short_12: GBAA7IUP3CAS · pith_short_16: GBAA7IUP3CAS2SRF · pith_short_8: GBAA7IUP

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/GBAA7IUP3CAS2SRFDWJ32A67TN \
  | 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: 30400fa28fd8812d4a251d93bd03df9b702665691f69d4d1153a146fd7c2f904

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "92033f4f8ad5ddd2254da388f5e26f9e724745fe853027dcc75ca9b596fc0533",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-24T22:05:52Z",
    "title_canon_sha256": "1e1f2bb87a1f26ed5014bc55f5cfecd66b417e33022e9f2f8297939c18d63f87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21157",
    "kind": "arxiv",
    "version": 1
  }
}