Pith Number

pith:X2TI5GDC

pith:2026:X2TI5GDCACRWSNNU4WT3AHAFKE

not attested not anchored not stored refs pending

Closed-Loop Bidirectional Prompting for Adversarial Robustness of Vision Language Models

Boci Peng, Boren Hu, Jiaxiang Liu, Liming Zhang, Mingkun Xu, Prayag Tiwari, Xiao Liu, Xiwen Chen, Yusong Wang

arxiv:2605.25922 v1 · 2026-05-25 · 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{X2TI5GDCACRWSNNU4WT3AHAFKE}

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	2026-05-26T02:05:18.559582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bea68e986200a36935b4e5a7b01c055104298038055c7d073e51f70a165be6b3

Aliases

arxiv: 2605.25922 · arxiv_version: 2605.25922v1 · doi: 10.48550/arxiv.2605.25922 · pith_short_12: X2TI5GDCACRW · pith_short_16: X2TI5GDCACRWSNNU · pith_short_8: X2TI5GDC

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/X2TI5GDCACRWSNNU4WT3AHAFKE \
  | 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: bea68e986200a36935b4e5a7b01c055104298038055c7d073e51f70a165be6b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50f96f1e842dbf5994a920b00d25da1d9e9b3bb478bc596e7215cd19d8efc34f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-25T15:00:07Z",
    "title_canon_sha256": "0e3779adc892e4d12f12c9fb14b9d8f178599d95cdbe1c44f73dda510df8d198"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25922",
    "kind": "arxiv",
    "version": 1
  }
}