Pith. sign in
Pith Number

pith:INQWJVES

pith:2025:INQWJVESGIEKHQLWEGT2QARBZW
not attested not anchored not stored refs pending

Seeing the Threat: Vulnerabilities in Vision-Language Models to Adversarial Attack

Juan Ren, Mark Dras, Usman Naseem

arxiv:2505.21967 v1 · 2025-05-28 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{INQWJVESGIEKHQLWEGT2QARBZW}

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

Receipt and verification
First computed 2026-07-05T11:11:07.028026Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

436164d4923208a3c17621a7a80221cd845c32615f3378845562528e3abfc2ab

Aliases

arxiv: 2505.21967 · arxiv_version: 2505.21967v1 · doi: 10.48550/arxiv.2505.21967 · pith_short_12: INQWJVESGIEK · pith_short_16: INQWJVESGIEKHQLW · pith_short_8: INQWJVES
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/INQWJVESGIEKHQLWEGT2QARBZW \
  | 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: 436164d4923208a3c17621a7a80221cd845c32615f3378845562528e3abfc2ab
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "68135ccdb2f30e075574bbdf1f20483a66ea0df61dc80bf3dac9a7d3a7cc7979",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-28T04:43:39Z",
    "title_canon_sha256": "9c61eb858b321f3b005e22748b59b7208be0c063595a36a12a98cea9976488af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21967",
    "kind": "arxiv",
    "version": 1
  }
}