Pith Number

pith:WNQKDJBJ

pith:2023:WNQKDJBJ5HKV2UY7NOSDLRH2UJ

not attested not anchored not stored refs pending

Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review

Ali Ismail Awad, Hamza Kheddar, Yassine Himeur

arxiv:2304.10550 v2 · 2023-04-19 · cs.CR · cs.AI · cs.LG · cs.NI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WNQKDJBJ5HKV2UY7NOSDLRH2UJ}

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	2026-07-05T08:03:05.869074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b360a1a429e9d55d531f6ba435c4faa25c97a5f86a90377e79335a86ddad57f6

Aliases

arxiv: 2304.10550 · arxiv_version: 2304.10550v2 · doi: 10.48550/arxiv.2304.10550 · pith_short_12: WNQKDJBJ5HKV · pith_short_16: WNQKDJBJ5HKV2UY7 · pith_short_8: WNQKDJBJ

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/WNQKDJBJ5HKV2UY7NOSDLRH2UJ \
  | 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: b360a1a429e9d55d531f6ba435c4faa25c97a5f86a90377e79335a86ddad57f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e39acf46cd28a602d120648b1a42f856778314f84827460fc0fd5c7b4a924a39",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-04-19T20:31:29Z",
    "title_canon_sha256": "18da0dbede92a036744db184f407de34c9f90634b9d4a6612c197059292ef65a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.10550",
    "kind": "arxiv",
    "version": 2
  }
}