Pith Number

pith:JN7UP5WX

pith:2026:JN7UP5WXLB5GNGZF2LG6BAESN2

not attested not anchored not stored refs pending

DarkLLM: Learning Language-Driven Adversarial Attacks with Large Language Models

Henghui Ding, Jiaming Zhang, Qixian Zhang, Xingjun Ma, Xin Wang, Ye Sun, Yifan Ding, Yifeng Gao, Yixu Wang, Yu-Gang Jiang

arxiv:2605.18868 v1 · 2026-05-15 · cs.CR · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JN7UP5WXLB5GNGZF2LG6BAESN2}

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	2026-05-20T00:06:29.477717Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b7f47f6d7587a669b25d2cde080926eb9a968da19343eb23428fa7f02dc8808

Aliases

arxiv: 2605.18868 · arxiv_version: 2605.18868v1 · doi: 10.48550/arxiv.2605.18868 · pith_short_12: JN7UP5WXLB5G · pith_short_16: JN7UP5WXLB5GNGZF · pith_short_8: JN7UP5WX

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/JN7UP5WXLB5GNGZF2LG6BAESN2 \
  | 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: 4b7f47f6d7587a669b25d2cde080926eb9a968da19343eb23428fa7f02dc8808

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22a4eea1a2e90c21ef878111270814524fd0af3a61fb42caa5b4a5624538f65e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-05-15T12:28:16Z",
    "title_canon_sha256": "57d863f1130ad3bc21e9bbd1e6e4fd32830cf20148ac0b8afa78cf47de44dbaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18868",
    "kind": "arxiv",
    "version": 1
  }
}