Pith. sign in
Pith Number

pith:BF3P6B2J

pith:2026:BF3P6B2J4EQMOXIFWVOS4OY5IA
not attested not anchored not stored refs pending

Do LLMs Know Their Vulnerable Scenarios?

Haoran Jing, Huiqi Deng, Jiahui Han, Na Zou, Xia Hu, Xiting Wang, Xuankun Rong, Ziheng Peng

arxiv:2607.23496 v1 · 2026-07-26 · cs.AI · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BF3P6B2J4EQMOXIFWVOS4OY5IA}

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 2026-07-28T01:22:56.047880Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0976ff0749e120c75d05b55d2e3b1d4033053fa8f39d8b38894f40d4404422ab

Aliases

arxiv: 2607.23496 · arxiv_version: 2607.23496v1 · doi: 10.48550/arxiv.2607.23496 · pith_short_12: BF3P6B2J4EQM · pith_short_16: BF3P6B2J4EQMOXIF · pith_short_8: BF3P6B2J
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BF3P6B2J4EQMOXIFWVOS4OY5IA \
  | 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: 0976ff0749e120c75d05b55d2e3b1d4033053fa8f39d8b38894f40d4404422ab
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "364f4575e39b3576860dcb3df39da74f23edbef7d2d1c84841df2098068b8a47",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-26T06:54:28Z",
    "title_canon_sha256": "49f7f9f1fd93b93b053a2f41741a3cb81f86752a57336ecb01feba8d06576ea7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.23496",
    "kind": "arxiv",
    "version": 1
  }
}