Pith Number

pith:DLS7PNNO

pith:2026:DLS7PNNODRQTTPRWNNOTK22FIC

not attested not anchored not stored refs pending

Defending LLM-based Multi-Agent Systems Against Cooperative Attacks with Sentence-Level Rectification

Enhong Chen, Tong Xu, Wenjun Xue, Yaoyang Luo, Yong Chen, Zhao Jielun, Zhi Zheng, Ziwei Zhao

arxiv:2605.28104 v1 · 2026-05-27 · 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{DLS7PNNODRQTTPRWNNOTK22FIC}

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.

Receipt and verification

First computed	2026-05-28T01:04:58.959268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ae5f7b5ae1c6139be366b5d356b4540bb56c55759af07681483ae8a1cd0e08c

Aliases

arxiv: 2605.28104 · arxiv_version: 2605.28104v1 · doi: 10.48550/arxiv.2605.28104 · pith_short_12: DLS7PNNODRQT · pith_short_16: DLS7PNNODRQTTPRW · pith_short_8: DLS7PNNO

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/DLS7PNNODRQTTPRWNNOTK22FIC \
  | 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: 1ae5f7b5ae1c6139be366b5d356b4540bb56c55759af07681483ae8a1cd0e08c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "58a27a3261875f172031bd13ddbc8f3402000a95288415f7b0fb30c7ebb20b4b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-27T07:56:33Z",
    "title_canon_sha256": "b0a3109ae9fb7b8fceb775c4fd0c098284a197e4846b99a13011a2cf462284bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28104",
    "kind": "arxiv",
    "version": 1
  }
}