Pith Number

pith:MS2OBKQF

pith:2025:MS2OBKQF6JCXQRHO5GDT743ASS

not attested not anchored not stored refs pending

A Multi-Resolution Dynamic Game Framework for Cross-Echelon Decision-Making in Cyber Warfare

Quanyan Zhu, Ya-Ting Yang

arxiv:2507.03021 v1 · 2025-07-02 · cs.CR · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MS2OBKQF6JCXQRHO5GDT743ASS}

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

1 paper in Pith

Guarding Against Malicious Biased Threats (GAMBiT) Experiments: Revealing Cognitive Bias in Human-Subjects Red-Team Cyber Range Operations

Receipt and verification

First computed	2026-07-05T11:31:50.851150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64b4e0aa05f2457844eee9873ff3609497ec1728d029ced6d88215dfb706d131

Aliases

arxiv: 2507.03021 · arxiv_version: 2507.03021v1 · doi: 10.48550/arxiv.2507.03021 · pith_short_12: MS2OBKQF6JCX · pith_short_16: MS2OBKQF6JCXQRHO · pith_short_8: MS2OBKQF

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/MS2OBKQF6JCXQRHO5GDT743ASS \
  | 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: 64b4e0aa05f2457844eee9873ff3609497ec1728d029ced6d88215dfb706d131

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "563c81d8ab6740da8efaf2ae2611a393814712c7fc28b90031ecfea595d152e8",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-02T17:42:34Z",
    "title_canon_sha256": "c84ba00cdaedc7e1a8ca97ec9b8489ca551745e14a70af822f95a28a4de1dae5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03021",
    "kind": "arxiv",
    "version": 1
  }
}