Pith Number

pith:4NTJONG2

pith:2026:4NTJONG2IZPNP5XCLPXH3I2AMB

not attested not anchored not stored refs pending

Two Sides of the Same Coin: Co-Evolving Search for Cross-Task Attacks on Vision-Language Models

Junhao Dong, Mingrong Gong, Xinghua Qu, Xuanhui Lin, Yew-Soon Ong, Yucheng Chen

arxiv:2608.02137 v1 · 2026-08-03 · 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{4NTJONG2IZPNP5XCLPXH3I2AMB}

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	2026-08-04T02:11:05.197615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3669734da465ed7f6e25bee7da340605f0ab8fabe51322333829823f2855cba

Aliases

arxiv: 2608.02137 · arxiv_version: 2608.02137v1 · doi: 10.48550/arxiv.2608.02137 · pith_short_12: 4NTJONG2IZPN · pith_short_16: 4NTJONG2IZPNP5XC · pith_short_8: 4NTJONG2

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/4NTJONG2IZPNP5XCLPXH3I2AMB \
  | 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: e3669734da465ed7f6e25bee7da340605f0ab8fabe51322333829823f2855cba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b60ce588acc5aac588bff45173842f57c6502a573aa560319ddacdf26458e3f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-03T12:24:50Z",
    "title_canon_sha256": "b1d0b4719a20bfd454b6a1dfe3c55a84ff65a28f689f5a580be9c1d3a494aa8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02137",
    "kind": "arxiv",
    "version": 1
  }
}