Pith Number

pith:IFBID2JM

pith:2025:IFBID2JMVV4WZGMZFJHYEPYCPG

not attested not anchored not stored refs pending

Semantically Guided Adversarial Testing of Vision Models Using Language Models

Jorge M. Cruz-Duarte, Katarzyna Filus

arxiv:2508.11341 v1 · 2025-08-15 · cs.CV · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IFBID2JMVV4WZGMZFJHYEPYCPG}

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.

Receipt and verification

First computed	2026-07-05T11:54:22.940589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

414281e92cad796c99992a4f823f027987da955bc30437f31abc3d48b3f1a1cd

Aliases

arxiv: 2508.11341 · arxiv_version: 2508.11341v1 · doi: 10.48550/arxiv.2508.11341 · pith_short_12: IFBID2JMVV4W · pith_short_16: IFBID2JMVV4WZGMZ · pith_short_8: IFBID2JM

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/IFBID2JMVV4WZGMZFJHYEPYCPG \
  | 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: 414281e92cad796c99992a4f823f027987da955bc30437f31abc3d48b3f1a1cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a020f49940f4d089cfed71525ff8b2186d10b581e708b6e65d6a0c13d8f5c74",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-15T09:11:22Z",
    "title_canon_sha256": "7ffec13818ee0ea49ccdcc7e4c00cf889a4e35af797c661205b648d26d141927"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11341",
    "kind": "arxiv",
    "version": 1
  }
}