Pith Number

pith:TZSO7JKA

pith:2024:TZSO7JKAME7VXID2UXQ46JMC5K

not attested not anchored not stored refs pending

Variational Autoencoder for Anomaly Detection: A Comparative Study

Cuong Nhat Nguyen, Dzung Pham Thi Kim, Huy Hoang Nguyen, Minh-Tan Pham, Quoc Trung Duong, Xuan Tung Dao

arxiv:2408.13561 v1 · 2024-08-24 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TZSO7JKAME7VXID2UXQ46JMC5K}

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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

SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT

Receipt and verification

First computed	2026-07-05T08:58:52.395240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e64efa540613f5ba07aa5e1cf2582eaa9bade08c9075b51d269e53d7de9f35c

Aliases

arxiv: 2408.13561 · arxiv_version: 2408.13561v1 · doi: 10.48550/arxiv.2408.13561 · pith_short_12: TZSO7JKAME7V · pith_short_16: TZSO7JKAME7VXID2 · pith_short_8: TZSO7JKA

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/TZSO7JKAME7VXID2UXQ46JMC5K \
  | 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: 9e64efa540613f5ba07aa5e1cf2582eaa9bade08c9075b51d269e53d7de9f35c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aee61eda95bb2b59e18894ce590c3aed44bde5792d7b1c2b8e55abda780c7560",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-24T12:07:57Z",
    "title_canon_sha256": "f0a04003d0944bd9f8fd78730d0f3993afda804c7339d14c5418db4ee69c10b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13561",
    "kind": "arxiv",
    "version": 1
  }
}