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Pith Number

pith:BC44F7IL

pith:2019:BC44F7ILQUA47Z2AO6PVPUJGEH
not attested not anchored not stored refs pending

A Probabilistic Framework to Node-level Anomaly Detection in Communication Networks

Argyris Kalogeratos, Batiste Le Bars

arxiv:1902.04521 v1 · 2019-02-12 · cs.LG · cs.SI · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BC44F7ILQUA47Z2AO6PVPUJGEH}

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 2026-05-17T23:54:12.069354Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

08b9c2fd0b8501cfe740779f57d12621fff0a48fd8200e1102c7101aea514843

Aliases

arxiv: 1902.04521 · arxiv_version: 1902.04521v1 · doi: 10.48550/arxiv.1902.04521 · pith_short_12: BC44F7ILQUA4 · pith_short_16: BC44F7ILQUA47Z2A · pith_short_8: BC44F7IL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BC44F7ILQUA47Z2AO6PVPUJGEH \
  | 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: 08b9c2fd0b8501cfe740779f57d12621fff0a48fd8200e1102c7101aea514843
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9d59313ae0dbe6e5907d3c3208a9249fe2007f06d93804a19da059fbc91fa71f",
    "cross_cats_sorted": [
      "cs.SI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-12T17:56:34Z",
    "title_canon_sha256": "15fc1c147a2b0b2b9fbe799287e3b8ce5c3f115f3e5a7f83d6e0d086f99409d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04521",
    "kind": "arxiv",
    "version": 1
  }
}