Pith Number

pith:FDG5OIVV

pith:2025:FDG5OIVVYCCLWJAKHD4WQK33EG

not attested not anchored not stored refs pending

Application of Deep Reinforcement Learning for Intrusion Detection in Internet of Things: A Systematic Review

Amin Nikanjam, Foutse Khomh, Kawser Wazed Nafi, Rasoul Rasta, Saeid Jamshidi

arxiv:2504.14436 v1 · 2025-04-20 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FDG5OIVVYCCLWJAKHD4WQK33EG}

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	2026-07-05T11:07:44.663799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28cdd722b5c084bb240a38f9682b7b21814cbaf8ae20fd5651654d91d99bf047

Aliases

arxiv: 2504.14436 · arxiv_version: 2504.14436v1 · doi: 10.48550/arxiv.2504.14436 · pith_short_12: FDG5OIVVYCCL · pith_short_16: FDG5OIVVYCCLWJAK · pith_short_8: FDG5OIVV

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/FDG5OIVVYCCLWJAKHD4WQK33EG \
  | 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: 28cdd722b5c084bb240a38f9682b7b21814cbaf8ae20fd5651654d91d99bf047

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9bfd84323c16e098dc7cb41a013e7c8d382583eb33eaf74e2085511d7b3aeda0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-04-20T00:55:58Z",
    "title_canon_sha256": "82bb5fd7d4246ceade233b23819b0f3cc53727f717740f2d8844ce24752d0cb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14436",
    "kind": "arxiv",
    "version": 1
  }
}