Pith Number

pith:U6AFBKJ3

pith:2023:U6AFBKJ3BX4PO373ITXYPGRZHZ

not attested not anchored not stored refs pending

MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots

Gelei Deng, Haoyu Wang, Kailong Wang, Tianwei Zhang, Yang Liu, Yi Liu, Ying Zhang, Yuekang Li, Zefeng Li

arxiv:2307.08715 v2 · 2023-07-16 · 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{U6AFBKJ3BX4PO373ITXYPGRZHZ}

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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

21 papers in Pith

What the Eyes See, the LLMs Miss: Exploiting Human Perception for Adversarial Text Attacks

SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks

Whispers in the Machine: Confidentiality in Agentic Systems

Benchmark of Benchmarks: Unpacking Influence and Code Repository Quality in LLM Safety Benchmarks

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

Receipt and verification

First computed	2026-07-05T07:44:19.134884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a78050a93b0df8f76ffb44ef879a393e5dbc5e90613652af2ed4b10c5b677336

Aliases

arxiv: 2307.08715 · arxiv_version: 2307.08715v2 · doi: 10.48550/arxiv.2307.08715 · pith_short_12: U6AFBKJ3BX4P · pith_short_16: U6AFBKJ3BX4PO373 · pith_short_8: U6AFBKJ3

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/U6AFBKJ3BX4PO373ITXYPGRZHZ \
  | 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: a78050a93b0df8f76ffb44ef879a393e5dbc5e90613652af2ed4b10c5b677336

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2406aec8d05e402eaf701a347de84df144f8e9a15ac1eb66f044c968347acebe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-07-16T01:07:15Z",
    "title_canon_sha256": "fb07a1049b7126cad0a86f2c71b0092f8c50e41f75d954f6fa633c3c932d2056"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08715",
    "kind": "arxiv",
    "version": 2
  }
}