pith. sign in
Pith Number

pith:2D2B46JA

pith:2018:2D2B46JAFDPYF6QSVFFC7JKLEE
not attested not anchored not stored refs pending

Machine Learning for Anomaly Detection and Categorization in Multi-cloud Environments

Aiman Erbad, Deval Bhamare, Mohammed Samaka, Raj Jain, Tara Salman

arxiv:1812.05443 v1 · 2018-10-23 · cs.CR · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2D2B46JAFDPYF6QSVFFC7JKLEE}

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 2026-05-17T23:58:20.212908Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d0f41e792028df82fa12a94a2fa54b21358858a22a613936100ef8ab07b173be

Aliases

arxiv: 1812.05443 · arxiv_version: 1812.05443v1 · doi: 10.48550/arxiv.1812.05443 · pith_short_12: 2D2B46JAFDPY · pith_short_16: 2D2B46JAFDPYF6QS · pith_short_8: 2D2B46JA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2D2B46JAFDPYF6QSVFFC7JKLEE \
  | 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: d0f41e792028df82fa12a94a2fa54b21358858a22a613936100ef8ab07b173be
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8d660dc7470744e3f1df544620ae25927c1df47fc64e8ed4203026553b78a0b1",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2018-10-23T14:39:24Z",
    "title_canon_sha256": "29a9b65ddf0824de6e93e88d1a9bca3dfa20afa7bd15496e3851e69357866e04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.05443",
    "kind": "arxiv",
    "version": 1
  }
}