Pith Number

pith:RG4YES7Y

pith:2026:RG4YES7YS7CF2E47YC4GD2MDHR

not attested not anchored not stored refs pending

Operationalizing Cyber Attack Prediction: A Gap-Prioritized Framework with Dataset and Model Selection Guidelines

Aminu Muhammad Auwal

arxiv:2606.03386 v1 · 2026-06-02 · 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{RG4YES7YS7CF2E47YC4GD2MDHR}

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	2026-06-03T01:05:56.564910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

89b9824bf897c45d139fc0b861e9833c4036025db8ae467cf7f58a9dc6a05131

Aliases

arxiv: 2606.03386 · arxiv_version: 2606.03386v1 · doi: 10.48550/arxiv.2606.03386 · pith_short_12: RG4YES7YS7CF · pith_short_16: RG4YES7YS7CF2E47 · pith_short_8: RG4YES7Y

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/RG4YES7YS7CF2E47YC4GD2MDHR \
  | 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: 89b9824bf897c45d139fc0b861e9833c4036025db8ae467cf7f58a9dc6a05131

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "539318cf31dd45e8f55cd5651e545b280b2a99bc36138d3110c9f8aa4fc494ac",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-06-02T09:29:53Z",
    "title_canon_sha256": "1b2518f609f09c632d2d1f52c08e31d454621b6766d713dc29a7fef3bccba97a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.03386",
    "kind": "arxiv",
    "version": 1
  }
}