Pith Number

pith:HZETIMLD

pith:2024:HZETIMLDPKTGCI5F65BIFL6ZWO

not attested not anchored not stored refs pending

Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refinement

Heegyu Kim, Hyunsouk Cho, Sehyun Yuk

arxiv:2402.15180 v2 · 2024-02-23 · 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{HZETIMLDPKTGCI5F65BIFL6ZWO}

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.

Cited by

4 papers in Pith

Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

LoopTrap: Termination Poisoning Attacks on LLM Agents

A Systematic Study of Training-Free Methods for Trustworthy Large Language Models

Receipt and verification

First computed	2026-07-05T07:49:37.582809Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e493431637aa66123a5f74282afd9b384e0a3d7fc255135b1b10ce222b7bb9e

Aliases

arxiv: 2402.15180 · arxiv_version: 2402.15180v2 · doi: 10.48550/arxiv.2402.15180 · pith_short_12: HZETIMLDPKTG · pith_short_16: HZETIMLDPKTGCI5F · pith_short_8: HZETIMLD

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/HZETIMLDPKTGCI5F65BIFL6ZWO \
  | 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: 3e493431637aa66123a5f74282afd9b384e0a3d7fc255135b1b10ce222b7bb9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0feb1fb7d0a1002a03a2265482a7faf0aca9d969b59e5249ccf76e13cdee62fe",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-23T08:22:24Z",
    "title_canon_sha256": "d8b58a350241ab74090356f7d03926a795e733f283b1e169f76f4695bd472082"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15180",
    "kind": "arxiv",
    "version": 2
  }
}