Pith Number

pith:L2SDQBPA

pith:2022:L2SDQBPAX6GZ4UUIKXUGZL7DIR

not attested not anchored not stored refs pending

Graph Anomaly Detection with Unsupervised GNNs

Arvind Srinivasan, Leman Akoglu, Lingxiao Zhao, Saurabh Sawlani

arxiv:2210.09535 v2 · 2022-10-18 · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L2SDQBPAX6GZ4UUIKXUGZL7DIR}

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	2026-07-05T05:08:31.633712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ea43805e0bf8d9e528855e86cafe3444329ea353ac61bc930a06661b5730fed

Aliases

arxiv: 2210.09535 · arxiv_version: 2210.09535v2 · doi: 10.48550/arxiv.2210.09535 · pith_short_12: L2SDQBPAX6GZ · pith_short_16: L2SDQBPAX6GZ4UUI · pith_short_8: L2SDQBPA

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/L2SDQBPAX6GZ4UUIKXUGZL7DIR \
  | 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: 5ea43805e0bf8d9e528855e86cafe3444329ea353ac61bc930a06661b5730fed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b67d832442803a1760dce8d462a186f2e8378036acd97fba5006d78b5fc8c6f9",
    "cross_cats_sorted": [
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-18T01:59:58Z",
    "title_canon_sha256": "409126d5939426b63db3b1e921a5622701ffe721d62642acb52a80f63ef21413"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.09535",
    "kind": "arxiv",
    "version": 2
  }
}