Pith Number

pith:ZVYCU3GO

pith:2025:ZVYCU3GO5W6N55DATPPG5RRY4S

not attested not anchored not stored refs pending

Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation

Fangzhou Xie, Hao Chen, Kun Wang, Yuanhe Zhang, Yufei Guo, Zhenhong Zhou, Zherui Li

arxiv:2507.19227 v1 · 2025-07-25 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZVYCU3GO5W6N55DATPPG5RRY4S}

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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

10 papers in Pith

MaskForge: Structure-Aware Adaptive Attacks for Jailbreaking Diffusion Large Language Models

Backdooring Masked Diffusion Language Models

Adversarial Diffusion Across Modalities: A Fusion Survey of Attacks, Defenses, and Evaluation for Text, Vision, and Vision-Language Models

SafeDiffusion-R1: Online Reward Steering for Safe Diffusion Post-Training

Machine Unlearning for Masked Diffusion Language Models

Receipt and verification

First computed	2026-07-05T11:43:21.816678Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd702a6cceedbcdef4609bde6ec638e4a3dfe456547198838b0da6f5781c6fd3

Aliases

arxiv: 2507.19227 · arxiv_version: 2507.19227v1 · doi: 10.48550/arxiv.2507.19227 · pith_short_12: ZVYCU3GO5W6N · pith_short_16: ZVYCU3GO5W6N55DA · pith_short_8: ZVYCU3GO

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/ZVYCU3GO5W6N55DATPPG5RRY4S \
  | 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: cd702a6cceedbcdef4609bde6ec638e4a3dfe456547198838b0da6f5781c6fd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02e9a8f8295f9e59f42c8e13f80ca5155020157c3c4090817c8d7c0fe72e51f0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-25T12:53:03Z",
    "title_canon_sha256": "a509f16b67918fdf0bcdd99e197e8c8d926d0363dd653925b01816d1c342fe26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.19227",
    "kind": "arxiv",
    "version": 1
  }
}