Pith Number

pith:IDZJXTHR

pith:2022:IDZJXTHRDUUFAEALB3SAOIAIMA

not attested not anchored not stored refs pending

TiSAT: Time Series Anomaly Transformer

Keval Doshi, Shatha Abudalou, Yasin Yilmaz

arxiv:2203.05167 v1 · 2022-03-10 · cs.LG · eess.SP · 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{IDZJXTHRDUUFAEALB3SAOIAIMA}

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.

Cited by

1 paper in Pith

Modeling Normal Is All You Need: Joint Latent Clustering for Anomaly Detection in Multimodal Cyber-Physical Systems

Receipt and verification

First computed	2026-07-05T04:03:30.604416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40f29bccf11d2850100b0ee407200860125e7cb2939c5bf97c238b6da6441b17

Aliases

arxiv: 2203.05167 · arxiv_version: 2203.05167v1 · doi: 10.48550/arxiv.2203.05167 · pith_short_12: IDZJXTHRDUUF · pith_short_16: IDZJXTHRDUUFAEAL · pith_short_8: IDZJXTHR

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/IDZJXTHRDUUFAEALB3SAOIAIMA \
  | 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: 40f29bccf11d2850100b0ee407200860125e7cb2939c5bf97c238b6da6441b17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e1b9b017fd59099212c0d6726dfa48849002da8d934fba43a6ea3ae5188e92a",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-10T05:46:58Z",
    "title_canon_sha256": "15e7088c220933b311ce8c03b3d2044ee1b6cdce82ecec7b5abb6dd5d9c45f00"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.05167",
    "kind": "arxiv",
    "version": 1
  }
}