Pith Number

pith:L4MIGAP7

pith:2025:L4MIGAP77LYCH3I5ZSKLZ4DJSN

not attested not anchored not stored refs pending

Deep Learning Advancements in Anomaly Detection: A Comprehensive Survey

Dusit Niyato, Haoqi Huang, Jiacheng Wang, Jianhua Pei, Ping Wang, Shahen Alexanian

arxiv:2503.13195 v1 · 2025-03-17 · 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{L4MIGAP77LYCH3I5ZSKLZ4DJSN}

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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

2 papers in Pith

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

Fast reconstruction-based ROI triggering via anomaly detection in the CYGNO optical TPC

Receipt and verification

First computed	2026-07-05T10:32:55.712269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f188301fffaf023ed1dcc94bcf0699378fec97951e76407cf80e5d99c4dc831

Aliases

arxiv: 2503.13195 · arxiv_version: 2503.13195v1 · doi: 10.48550/arxiv.2503.13195 · pith_short_12: L4MIGAP77LYC · pith_short_16: L4MIGAP77LYCH3I5 · pith_short_8: L4MIGAP7

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/L4MIGAP77LYCH3I5ZSKLZ4DJSN \
  | 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: 5f188301fffaf023ed1dcc94bcf0699378fec97951e76407cf80e5d99c4dc831

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b8ba0df209984fb7c2307fcdf012078dd251e9609e7cf72ea2e4b08fd85c744",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-17T14:04:48Z",
    "title_canon_sha256": "22fde6e734a45dd1475d1762265d24e700220ec66710ca5fa12816887489a1d8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13195",
    "kind": "arxiv",
    "version": 1
  }
}