Pith Number

pith:LLRFTSPJ

pith:2024:LLRFTSPJSQ3AZQL4YXHAFCN3P2

not attested not anchored not stored refs pending

Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning

Minhyoung Na, Mohsen Imani, Nathaniel Bastian, Ryozo Masukawa, Sanggeon Yun, William Youngwoo Chung

arxiv:2411.09072 v2 · 2024-11-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LLRFTSPJSQ3AZQL4YXHAFCN3P2}

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	2026-07-05T10:00:43.181599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5ae259c9e994360cc17cc5ce0289bb7ea2ef6f14c3a1e1a1aa695fc5d8fdebe6

Aliases

arxiv: 2411.09072 · arxiv_version: 2411.09072v2 · doi: 10.48550/arxiv.2411.09072 · pith_short_12: LLRFTSPJSQ3A · pith_short_16: LLRFTSPJSQ3AZQL4 · pith_short_8: LLRFTSPJ

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/LLRFTSPJSQ3AZQL4YXHAFCN3P2 \
  | 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: 5ae259c9e994360cc17cc5ce0289bb7ea2ef6f14c3a1e1a1aa695fc5d8fdebe6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "770b08e6e7aef4ecf754b4545ada15e80719892d1f5955f64f1c218cc16156c6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-13T22:55:45Z",
    "title_canon_sha256": "7cc5251801c3079506dfb84631b04aa67adbead59ec2b278a8f10d9766a66dfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09072",
    "kind": "arxiv",
    "version": 2
  }
}