Pith Number

pith:6OQE7XTZ

pith:2024:6OQE7XTZ47W53WTPMIQOH2JBKQ

not attested not anchored not stored refs pending

AmpleGCG: Learning a Universal and Transferable Generative Model of Adversarial Suffixes for Jailbreaking Both Open and Closed LLMs

Huan Sun, Zeyi Liao

arxiv:2404.07921 v3 · 2024-04-11 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6OQE7XTZ47W53WTPMIQOH2JBKQ}

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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

16 papers in Pith

SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks

Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs

Faster-GCG: Efficient Discrete Optimization Jailbreak Attacks against Aligned Large Language Models

LLM-Safety Evaluations Lack Robustness

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

Receipt and verification

First computed	2026-07-05T09:39:22.542998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3a04fde79e7edddda6f6220e3e921542f157a369a6def3808a94deb51e30b1d

Aliases

arxiv: 2404.07921 · arxiv_version: 2404.07921v3 · doi: 10.48550/arxiv.2404.07921 · pith_short_12: 6OQE7XTZ47W5 · pith_short_16: 6OQE7XTZ47W53WTP · pith_short_8: 6OQE7XTZ

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/6OQE7XTZ47W53WTPMIQOH2JBKQ \
  | 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: f3a04fde79e7edddda6f6220e3e921542f157a369a6def3808a94deb51e30b1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3bebf1f2ea495188d56a8e34cc371d7b0fe142b4e7d02fd3c90dca88b0a6b55",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-11T17:05:50Z",
    "title_canon_sha256": "7787cac7a713fc51e2b8b3b59d8d13519cd2ea333f692c47c1e99306c4b56ecb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07921",
    "kind": "arxiv",
    "version": 3
  }
}