Pith Number

pith:3AZG7ROU

pith:2025:3AZG7ROUFXTFZDFEQ3NGFT24ZQ

not attested not anchored not stored refs pending

MAD-Spear: A Conformity-Driven Prompt Injection Attack on Multi-Agent Debate Systems

Hongyang Du, Yu Cui

arxiv:2507.13038 v1 · 2025-07-17 · 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{3AZG7ROUFXTFZDFEQ3NGFT24ZQ}

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

2 papers in Pith

When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration

Not All Flips Are Conformity: Decomposing Stance Convergence in Multi-Agent LLM Debate

Receipt and verification

First computed	2026-07-05T11:38:53.559596Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8326fc5d42de65c8ca486da62cf5ccc1cbee85a44a032654b02bb82902e298f

Aliases

arxiv: 2507.13038 · arxiv_version: 2507.13038v1 · doi: 10.48550/arxiv.2507.13038 · pith_short_12: 3AZG7ROUFXTF · pith_short_16: 3AZG7ROUFXTFZDFE · pith_short_8: 3AZG7ROU

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/3AZG7ROUFXTFZDFEQ3NGFT24ZQ \
  | 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: d8326fc5d42de65c8ca486da62cf5ccc1cbee85a44a032654b02bb82902e298f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "803103367ca2523b986278561cdb3d94e59ea2377b9ccdd1b70b5e1950592fc0",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-17T12:09:39Z",
    "title_canon_sha256": "1f002be0695f0637e390388d24d39fcf177c98ac191fbd5dcfb07de399ad5915"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.13038",
    "kind": "arxiv",
    "version": 1
  }
}