Pith Number

pith:VOSEUD4Q

pith:2025:VOSEUD4QMMLSJHTPQD4NP6AK4V

not attested not anchored not stored refs pending

AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management

Fanci Meng, Junfeng Fang, Junyuan Mao, Kun Wang, Miao Yu, Qingsong Wen, Xiaojun Jia, Yifan Duan, Yuxuan Liang

arxiv:2503.04392 v2 · 2025-03-06 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VOSEUD4QMMLSJHTPQD4NP6AK4V}

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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

7 papers in Pith

When Agents Go Rogue: Activation-Based Detection of Malicious Behaviors in Multi-Agent Systems

Toward Secure LLM Agents: Threat Surfaces, Attacks, Defenses, and Evaluation

PropGuard: Safeguarding LLM-MAS via Propagation-Aware Exploration and Remediation

The Capability Paradox: How Smarter Auditors Make Multi-Agent Systems Less Secure

Don't Trust Your Upstream: Exploiting LLM Multi-Agent System via Topology-Guided Adversarial Propagation

Receipt and verification

First computed	2026-07-05T11:33:21.149849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aba44a0f906317249e6f80f8d7f80ae56447aa8291d9f5650ebf94028868831f

Aliases

arxiv: 2503.04392 · arxiv_version: 2503.04392v2 · doi: 10.48550/arxiv.2503.04392 · pith_short_12: VOSEUD4QMMLS · pith_short_16: VOSEUD4QMMLSJHTP · pith_short_8: VOSEUD4Q

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/VOSEUD4QMMLSJHTPQD4NP6AK4V \
  | 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: aba44a0f906317249e6f80f8d7f80ae56447aa8291d9f5650ebf94028868831f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bf7f1e126c22a4315b08106feaf54f601a56ab2ac85697c30186f81d6c91635",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-06T12:41:54Z",
    "title_canon_sha256": "d047f7aab7a02b99925019b5e330f0275c5feba7cae2193cf7893c69d2e9cd3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.04392",
    "kind": "arxiv",
    "version": 2
  }
}