Pith Number

pith:DOEJ3XKL

pith:2024:DOEJ3XKLPMW6YO54T2G6KBF46N

not attested not anchored not stored refs pending

Deep Learning Algorithms Used in Intrusion Detection Systems -- A Review

Dedan Cherori, Patrick K. Gikunda, Peter Kimanga, Richard Kimanzi

arxiv:2402.17020 v1 · 2024-02-26 · 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{DOEJ3XKLPMW6YO54T2G6KBF46N}

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.

Cited by

1 paper in Pith

Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity

Receipt and verification

First computed	2026-07-05T07:49:40.523253Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b889ddd4b7b2dec3bbc9e8de504bcf36d8e16ba5f1d9a346273ed3af2c87eef

Aliases

arxiv: 2402.17020 · arxiv_version: 2402.17020v1 · doi: 10.48550/arxiv.2402.17020 · pith_short_12: DOEJ3XKLPMW6 · pith_short_16: DOEJ3XKLPMW6YO54 · pith_short_8: DOEJ3XKL

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/DOEJ3XKLPMW6YO54T2G6KBF46N \
  | 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: 1b889ddd4b7b2dec3bbc9e8de504bcf36d8e16ba5f1d9a346273ed3af2c87eef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d18b24d4f9eee19669c7b7f1a82593805a90290d1dbb3a490de583119bea70d4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-02-26T20:57:35Z",
    "title_canon_sha256": "0170b5bc819a7254c3dbcdd84ff64189aff93b579f4f14a6198e16238a790df0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.17020",
    "kind": "arxiv",
    "version": 1
  }
}