Pith Number

pith:5NLFD4W2

pith:2025:5NLFD4W2NU6LN6GW3IDCOITMWF

not attested not anchored not stored refs pending

Large Language Model-Based Framework for Explainable Cyberattack Detection in Automatic Generation Control Systems

Ahmad Mohammad Saber, Amr M. Youssef, Davor Svetinovic, Deepa Kundur, Ehab F. El-Saadany, Muhammad Sharshar

arxiv:2507.22239 v2 · 2025-07-29 · cs.CR · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5NLFD4W2NU6LN6GW3IDCOITMWF}

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	2026-07-05T11:59:18.443050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eb5651f2da6d3cb6f8d6da0627226cb143317210b5d256a8399f3674af6e0ab1

Aliases

arxiv: 2507.22239 · arxiv_version: 2507.22239v2 · doi: 10.48550/arxiv.2507.22239 · pith_short_12: 5NLFD4W2NU6L · pith_short_16: 5NLFD4W2NU6LN6GW · pith_short_8: 5NLFD4W2

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/5NLFD4W2NU6LN6GW3IDCOITMWF \
  | 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: eb5651f2da6d3cb6f8d6da0627226cb143317210b5d256a8399f3674af6e0ab1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1fe3b5e650f2cb14706f3aad5c065303226bc17c55355b50fead87d2a01c289",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-29T21:23:08Z",
    "title_canon_sha256": "a37e45bf3299cb1b66429fabcb02351ad4fd14b742d79cd852148f14f444007b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22239",
    "kind": "arxiv",
    "version": 2
  }
}