Pith Number

pith:X4NSOE73

pith:2025:X4NSOE73KOYAVIX2KCNUQBQNPM

not attested not anchored not stored refs pending

LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs

Chengzhi Mao, Hao Wang, Ran Li

arxiv:2505.10838 v1 · 2025-05-16 · cs.LG · cs.CL · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X4NSOE73KOYAVIX2KCNUQBQNPM}

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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.

Cited by

2 papers in Pith

LASH: Adaptive Semantic Hybridization for Black-Box Jailbreaking of Large Language Models

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

Receipt and verification

First computed	2026-07-05T11:04:06.908404Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf1b2713fb53b00aa2fa509b48060d7b16403f9fe7cc9ff46a754a629ead24f2

Aliases

arxiv: 2505.10838 · arxiv_version: 2505.10838v1 · doi: 10.48550/arxiv.2505.10838 · pith_short_12: X4NSOE73KOYA · pith_short_16: X4NSOE73KOYAVIX2 · pith_short_8: X4NSOE73

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/X4NSOE73KOYAVIX2KCNUQBQNPM \
  | 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: bf1b2713fb53b00aa2fa509b48060d7b16403f9fe7cc9ff46a754a629ead24f2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69f3182b68c675a63343271a11a1cb478f3d3c19cb9f54a82ba416768280c1af",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-16T04:12:16Z",
    "title_canon_sha256": "e57143a4dc5676825a7b62ad43fd20190ba84b6ad98dd735f923e96491a5db28"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.10838",
    "kind": "arxiv",
    "version": 1
  }
}