Pith Number

pith:7HPBPGEY

pith:2026:7HPBPGEYM5GP3BNQ6J4AOO7J2E

not attested not anchored not stored refs pending

ASTRO: Adaptive Spatio-Temporal Reinforcement Optimization for GNN Powered Anomly Detection in Cyber Physical Systems

Anwar Shah, Rai Ali Yar, Umaisa Lail

arxiv:2605.25135 v1 · 2026-05-24 · cs.LG · 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{7HPBPGEYM5GP3BNQ6J4AOO7J2E}

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	2026-05-26T02:04:19.687751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9de179898674cfd85b0f278073be9d13890a43486bbb8ea6bdf2ead27a10cfc

Aliases

arxiv: 2605.25135 · arxiv_version: 2605.25135v1 · doi: 10.48550/arxiv.2605.25135 · pith_short_12: 7HPBPGEYM5GP · pith_short_16: 7HPBPGEYM5GP3BNQ · pith_short_8: 7HPBPGEY

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/7HPBPGEYM5GP3BNQ6J4AOO7J2E \
  | 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: f9de179898674cfd85b0f278073be9d13890a43486bbb8ea6bdf2ead27a10cfc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f829bc5181981d9f095a1700f6cae5584a4b2960f7ab873dc7a870c22b27fdeb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-24T15:30:14Z",
    "title_canon_sha256": "0f2e40b070aa8a879797fcad469ecc532f8d5293249aa8634aac5fc780b73352"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25135",
    "kind": "arxiv",
    "version": 1
  }
}