Pith Number

pith:MMFUBC27

pith:2025:MMFUBC27PAMJ4FMNTL2TTBZERC

not attested not anchored not stored refs pending

The Wisdom of the Crowd: High-Fidelity Classification of Cyber-Attacks and Faults in Power Systems Using Ensemble and Machine Learning

Abdulaziz Qwbaiban, A.P. Sakis Meliopoulos, Emad Abukhousa, Fahad Alsaeed, Saman Zonouz, Syed Sohail Feroz Syed Afroz

arxiv:2511.06714 v1 · 2025-11-10 · eess.SY · cs.LG · cs.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{MMFUBC27PAMJ4FMNTL2TTBZERC}

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	2026-05-20T01:05:01.461054Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

630b408b5f78189e158d9af539872488aaaeb5d1db97b6caa41c735b828bb432

Aliases

arxiv: 2511.06714 · arxiv_version: 2511.06714v1 · doi: 10.48550/arxiv.2511.06714 · pith_short_12: MMFUBC27PAMJ · pith_short_16: MMFUBC27PAMJ4FMN · pith_short_8: MMFUBC27

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/MMFUBC27PAMJ4FMNTL2TTBZERC \
  | 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: 630b408b5f78189e158d9af539872488aaaeb5d1db97b6caa41c735b828bb432

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99c4952bae670483a6dce4221ff8399a2fab33d77a7ecacdc52f69a2b75674c7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-11-10T05:15:37Z",
    "title_canon_sha256": "5afc929f3a71532682257ae2a8aa0f49463bff0cb3b44438101607f7388deea3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.06714",
    "kind": "arxiv",
    "version": 1
  }
}