Pith Number

pith:HL4INR2E

pith:2015:HL4INR2ED63ABUYMDNGXR7CNLU

not attested not anchored not stored refs pending

Machine Learning Methods for Attack Detection in the Smart Grid

Fatos T. Yarman Vural, H. Vincent Poor, Inaki Esnaola, Mete Ozay, Sanjeev R. Kulkarni

arxiv:1503.06468 v1 · 2015-03-22 · cs.LG · cs.CR · 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{HL4INR2ED63ABUYMDNGXR7CNLU}

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	2026-05-18T02:20:38.302710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3af886c7441fb600d30c1b4d78fc4d5d2de4b2723ed9d1dce179641f800ab478

Aliases

arxiv: 1503.06468 · arxiv_version: 1503.06468v1 · doi: 10.48550/arxiv.1503.06468 · pith_short_12: HL4INR2ED63A · pith_short_16: HL4INR2ED63ABUYM · pith_short_8: HL4INR2E

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/HL4INR2ED63ABUYMDNGXR7CNLU \
  | 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: 3af886c7441fb600d30c1b4d78fc4d5d2de4b2723ed9d1dce179641f800ab478

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1fb58533854b0e6c0396a7a3f27d70c886c7f48f735547bd3f4fc81056515f2",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-03-22T19:38:45Z",
    "title_canon_sha256": "cbd211657934ce180e7c6c81854478ade75f772100ff6f4a028cb8145ba05039"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1503.06468",
    "kind": "arxiv",
    "version": 1
  }
}