Pith Number

pith:VWSZKZBM

pith:2026:VWSZKZBMBZKHYCWI5TJUJVOBVH

not attested not anchored not stored refs pending

An Experimental Study of Machine Learning-Based Intrusion Detection for OPC UA over Industrial Private 5G Networks

Dominik Merli, Florian Foerster, Gerd Scholl, Henry Beuster, Kunal Singh, Song Son Ha, Tim Kittel

arxiv:2603.23416 v1 · 2026-03-24 · 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{VWSZKZBMBZKHYCWI5TJUJVOBVH}

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	2026-07-21T02:21:33.989644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ada595642c0e547c0ac8ecd344d5c1a9d997d1bdd8d2274c78690c12b0498f24

Aliases

arxiv: 2603.23416 · arxiv_version: 2603.23416v1 · doi: 10.48550/arxiv.2603.23416 · pith_short_12: VWSZKZBMBZKH · pith_short_16: VWSZKZBMBZKHYCWI · pith_short_8: VWSZKZBM

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/VWSZKZBMBZKHYCWI5TJUJVOBVH \
  | 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: ada595642c0e547c0ac8ecd344d5c1a9d997d1bdd8d2274c78690c12b0498f24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd9fbf8f1c91d87d8a508ddb3eb7c7a1f1a000ed2a915e7a5167f70f4de49451",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-03-24T16:50:41Z",
    "title_canon_sha256": "2d31e84e8d0789608a7130ec9c2e8a8216b04af5847e4abc77e996301f9be9fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.23416",
    "kind": "arxiv",
    "version": 1
  }
}