Pith Number

pith:QCRPMH22

pith:2020:QCRPMH22NI5M3AU7SWL7OE5TR7

not attested not anchored not stored refs pending

Rethinking Assumptions in Deep Anomaly Detection

Billy Joe Franks, Klaus-Robert M\"uller, Lukas Ruff, Marius Kloft, Robert A. Vandermeulen

arxiv:2006.00339 v3 · 2020-05-30 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QCRPMH22NI5M3AU7SWL7OE5TR7}

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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.

Cited by

1 paper in Pith

CAPMix: Robust KPI Anomaly Detection for AIOps in Noisy and Dynamic Environments

Receipt and verification

First computed	2026-07-05T05:36:13.457089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80a2f61f5a6a3acd829f9597f713b38ffcea75fece601d31b0640343b279ed06

Aliases

arxiv: 2006.00339 · arxiv_version: 2006.00339v3 · doi: 10.48550/arxiv.2006.00339 · pith_short_12: QCRPMH22NI5M · pith_short_16: QCRPMH22NI5M3AU7 · pith_short_8: QCRPMH22

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/QCRPMH22NI5M3AU7SWL7OE5TR7 \
  | 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: 80a2f61f5a6a3acd829f9597f713b38ffcea75fece601d31b0640343b279ed06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fc012d81fe360ed18c867fe3dac42cd64afcf2b08e56f48d816ada3eb8fdd8b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-30T19:30:38Z",
    "title_canon_sha256": "7b9087f82b14ff191244e1691eecb707996a414e794e397322e733d24a5fc0c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.00339",
    "kind": "arxiv",
    "version": 3
  }
}