Pith Number

pith:NGYF2PZN

pith:2024:NGYF2PZNATW366WN6GO3LFFXFN

not attested not anchored not stored refs pending

XAI-Based Detection of Adversarial Attacks on Deepfake Detectors

Ben Pinhasov, Moshe Sipper, Raz Lapid, Rony Ohayon, Yehudit Aperstein

arxiv:2403.02955 v2 · 2024-03-05 · 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{NGYF2PZNATW366WN6GO3LFFXFN}

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

JECA^2: Judgment-Explanation Consistent Adversarial Attack against Forensic Vision-Language Models

SAGA: Source Attribution of Generative AI Videos

Receipt and verification

First computed	2026-07-05T08:56:17.653109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69b05d3f2d04edbf7acdf19db594b72b5044f21735edc2d6a0d762d042a8e828

Aliases

arxiv: 2403.02955 · arxiv_version: 2403.02955v2 · doi: 10.48550/arxiv.2403.02955 · pith_short_12: NGYF2PZNATW3 · pith_short_16: NGYF2PZNATW366WN · pith_short_8: NGYF2PZN

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/NGYF2PZNATW366WN6GO3LFFXFN \
  | 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: 69b05d3f2d04edbf7acdf19db594b72b5044f21735edc2d6a0d762d042a8e828

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45f0605481cde00c3fe4e41828dcf2d170e149793f41c2e30f2b34177dccec33",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-03-05T13:25:30Z",
    "title_canon_sha256": "9f35ec8a7cba2e9688caccf29354db656ae80fae5d03f157e1d1f0e03ecd2ae9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02955",
    "kind": "arxiv",
    "version": 2
  }
}