Pith Number

pith:7MN2UKFY

pith:2021:7MN2UKFY4HUTRL3U2T6YZAOAYQ

not attested not anchored not stored refs pending

A Low-Cost Machine Learning Based Network Intrusion Detection System with Data Privacy Preservation

Jyoti Fakirah, Lauhim Mahfuz Zishan, Michael N. Johnstone, Roshni Mooruth, Wencheng Yang

arxiv:2107.02362 v1 · 2021-07-06 · 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{7MN2UKFY4HUTRL3U2T6YZAOAYQ}

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	2026-07-05T02:55:19.887583Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb1baa28b8e1e938af74d4fd8c81c0c41e91a04d02fb9c3f48b0809c15ae3daf

Aliases

arxiv: 2107.02362 · arxiv_version: 2107.02362v1 · doi: 10.48550/arxiv.2107.02362 · pith_short_12: 7MN2UKFY4HUT · pith_short_16: 7MN2UKFY4HUTRL3U · pith_short_8: 7MN2UKFY

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/7MN2UKFY4HUTRL3U2T6YZAOAYQ \
  | 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: fb1baa28b8e1e938af74d4fd8c81c0c41e91a04d02fb9c3f48b0809c15ae3daf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65c268b494588eb3ab5fa3c6f5095ec5b9121b2970ba30041c01ebd1207970f6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-07-06T02:51:00Z",
    "title_canon_sha256": "8e1f18602c9de03e1dbb5c29e54e2c606029df961c4efef07ae133afc75e9d46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.02362",
    "kind": "arxiv",
    "version": 1
  }
}