Pith Number

pith:426XSYPV

pith:2024:426XSYPVCRBQUL6HTLG5IP5XPI

not attested not anchored not stored refs pending

NODE-AdvGAN: Improving the transferability and perceptual similarity of adversarial examples by dynamic-system-driven adversarial generative model

Cuiyu He, Xinheng Xie, Yue Wu

arxiv:2412.03539 v2 · 2024-12-04 · cs.LG · 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{426XSYPVCRBQUL6HTLG5IP5XPI}

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	2026-07-05T10:48:22.225113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e6bd7961f514430a2fc79acdd43fb77a00dc53485bd13ebc8f33216f3c0d3d98

Aliases

arxiv: 2412.03539 · arxiv_version: 2412.03539v2 · doi: 10.48550/arxiv.2412.03539 · pith_short_12: 426XSYPVCRBQ · pith_short_16: 426XSYPVCRBQUL6H · pith_short_8: 426XSYPV

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/426XSYPVCRBQUL6HTLG5IP5XPI \
  | 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: e6bd7961f514430a2fc79acdd43fb77a00dc53485bd13ebc8f33216f3c0d3d98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c71cfb295787b1090ca51357a76015088e05baa8e649d695d583b10ad6992764",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-04T18:36:09Z",
    "title_canon_sha256": "3522e011b807325e89ea8afeda4b4258758ceb78f5153ec510a49f57f70abd95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03539",
    "kind": "arxiv",
    "version": 2
  }
}