Pith Number

pith:TBLOONOK

pith:2025:TBLOONOKQIX7L4CGZOPLODJBBL

not attested not anchored not stored refs pending

Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs

Di Wang, Jiansheng Chen, Ruobing Xie, Xingwu Sun, Yiqing Huang, Yudong Zhang, Yu Wang, Zhanhui Kang

arxiv:2506.01064 v3 · 2025-06-01 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TBLOONOKQIX7L4CGZOPLODJBBL}

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	2026-07-05T12:11:18.394411Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9856e735ca822ff5f046cb9eb70d210afc21445e5a235c6b9970ab49ca3d413c

Aliases

arxiv: 2506.01064 · arxiv_version: 2506.01064v3 · doi: 10.48550/arxiv.2506.01064 · pith_short_12: TBLOONOKQIX7 · pith_short_16: TBLOONOKQIX7L4CG · pith_short_8: TBLOONOK

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/TBLOONOKQIX7L4CGZOPLODJBBL \
  | 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: 9856e735ca822ff5f046cb9eb70d210afc21445e5a235c6b9970ab49ca3d413c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd9a77b10e13d9a846dcadc470523405f2d91561d92cad07132b4be72c7bb7f7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-01T16:07:30Z",
    "title_canon_sha256": "44a07cd54c3fd8e980874c79b04c0b9d84858e7425819bf4b6f2874bfefbe7c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01064",
    "kind": "arxiv",
    "version": 3
  }
}