Pith Number

pith:FKCI5AIC

pith:2025:FKCI5AICXHF4QQQU6M4SKZ6R6S

not attested not anchored not stored refs pending

ASTRA: Autonomous Spatial-Temporal Red-teaming for AI Software Assistants

Chengpeng Wang, Guangyu Shen, Hanxi Guo, Jiasheng Jiang, Lu Yan, Siyuan Cheng, Xiangyu Zhang, Xiangzhe Xu, Xiaolong Jin, Xuan Chen, Zhuo Zhang, Zian Su

arxiv:2508.03936 v1 · 2025-08-05 · cs.CR · cs.CL · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FKCI5AICXHF4QQQU6M4SKZ6R6S}

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

3 papers in Pith

Code as a Weapon: A Consensus-Labeled Prompt Bank for Measuring Coding-Model Compliance with Malicious-Code Requests

Refusal Evaluation in Coding LLMs and Code Agents: A Systematic Review of Thirteen Malicious-Code Prompt Corpora (2023-2025)

Knowledge-Graph-Driven Data Synthesis for Low-Resource Software Development: A HarmonyOS Case Study

Receipt and verification

First computed	2026-07-05T11:49:17.655736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a848e8102b9cbc84214f3392567d1f49dc0160507334fa526ece93267e35048

Aliases

arxiv: 2508.03936 · arxiv_version: 2508.03936v1 · doi: 10.48550/arxiv.2508.03936 · pith_short_12: FKCI5AICXHF4 · pith_short_16: FKCI5AICXHF4QQQU · pith_short_8: FKCI5AIC

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/FKCI5AICXHF4QQQU6M4SKZ6R6S \
  | 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: 2a848e8102b9cbc84214f3392567d1f49dc0160507334fa526ece93267e35048

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d02bbb54bda5077b375fe3226ab1816c1d41810f688692a2ef00eac2a904a61",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-08-05T21:57:52Z",
    "title_canon_sha256": "3207532dc57e05934a32f75a4edeaf9e7dcb4f553c672697891ca0aee2a1bbcf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03936",
    "kind": "arxiv",
    "version": 1
  }
}