Pith Number

pith:T2T6U47A

pith:2025:T2T6U47AU2EOC5QCKQAIHMX6PV

not attested not anchored not stored refs pending

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges

Bichitrananda Behera, Sudhanshu Sekhar Tripathy

arxiv:2506.02438 v1 · 2025-06-03 · cs.CR · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T2T6U47AU2EOC5QCKQAIHMX6PV}

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	2026-07-05T11:15:01.856399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ea7ea73e0a688e17602540083b2fe7d47e6bed9bd2f1a1e48ecd617996ba2e0

Aliases

arxiv: 2506.02438 · arxiv_version: 2506.02438v1 · doi: 10.48550/arxiv.2506.02438 · pith_short_12: T2T6U47AU2EO · pith_short_16: T2T6U47AU2EOC5QC · pith_short_8: T2T6U47A

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/T2T6U47AU2EOC5QCKQAIHMX6PV \
  | 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: 9ea7ea73e0a688e17602540083b2fe7d47e6bed9bd2f1a1e48ecd617996ba2e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a80f4a8cc5658c166f4f3a9aa551483a8dadd4a270197a93eb7feabca192db90",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-03T04:47:21Z",
    "title_canon_sha256": "50078c661c0d79ce3c5538bcc600adbc4c1621553d9306175c051b7198b45a40"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.02438",
    "kind": "arxiv",
    "version": 1
  }
}