Pith Number

pith:UIZSZR6T

pith:2023:UIZSZR6TME7HFLQVJBYWLRLZNO

not attested not anchored not stored refs pending

Give and Take: Federated Transfer Learning for Industrial IoT Network Intrusion Detection

Lochana Telugu Rajesh, Raj Mani Shukla, Shamik Sengupta, Tapadhir Das

arxiv:2310.07354 v1 · 2023-10-11 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UIZSZR6TME7HFLQVJBYWLRLZNO}

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	2026-07-05T06:59:44.368388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2332cc7d3613e72ae15487165c5796b8228ecc152260c95f7c3803c0a6c4487

Aliases

arxiv: 2310.07354 · arxiv_version: 2310.07354v1 · doi: 10.48550/arxiv.2310.07354 · pith_short_12: UIZSZR6TME7H · pith_short_16: UIZSZR6TME7HFLQV · pith_short_8: UIZSZR6T

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/UIZSZR6TME7HFLQVJBYWLRLZNO \
  | 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: a2332cc7d3613e72ae15487165c5796b8228ecc152260c95f7c3803c0a6c4487

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4713956ae3db18b2bb161cbc9afd9dd976767a7ac4006e5ff768602616a55c22",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-11T10:11:54Z",
    "title_canon_sha256": "c618dfeb5934363ee97317e3ade29fc911e5445e3e194d365d68c599d7575e89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07354",
    "kind": "arxiv",
    "version": 1
  }
}