Pith Number

pith:WY63FT42

pith:2026:WY63FT42PD3KTRQPLDRUGUU4DY

not attested not anchored not stored refs pending

Frequency-Domain Regularized Adversarial Alignment for Transferable Attacks against Closed-Source MLLMs

Daizong Liu, Dongrui Liu, Jing Shao, Kun Wang, Leitao Yuan, Qinghua Mao, Wenjie Wang, Yan Teng

arxiv:2605.21541 v1 · 2026-05-20 · cs.CR · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WY63FT42PD3KTRQPLDRUGUU4DY}

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	2026-05-22T00:02:28.016044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b63db2cf9a78f6a9c60f58e343529c1e0c9cb8e8a2d949f703e7f92f4e261cac

Aliases

arxiv: 2605.21541 · arxiv_version: 2605.21541v1 · doi: 10.48550/arxiv.2605.21541 · pith_short_12: WY63FT42PD3K · pith_short_16: WY63FT42PD3KTRQP · pith_short_8: WY63FT42

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/WY63FT42PD3KTRQPLDRUGUU4DY \
  | 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: b63db2cf9a78f6a9c60f58e343529c1e0c9cb8e8a2d949f703e7f92f4e261cac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc0ac714fcdd55fb9dbc174b0ee87674e3dce419152f49f570d1ac576567ca44",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-20T08:15:56Z",
    "title_canon_sha256": "b7fb0430d995ecf415a266f0dc083b8b6c042c4c9b5ea540ba51a3412371b6c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21541",
    "kind": "arxiv",
    "version": 1
  }
}