Pith Number

pith:IDLJW43W

pith:2024:IDLJW43WYPZH6SIF262QJA5A5K

not attested not anchored not stored refs pending

Towards Explainable Network Intrusion Detection using Large Language Models

Marius Portmann, Paul R. B. Houssel, Priyanka Singh, Siamak Layeghy

arxiv:2408.04342 v1 · 2024-08-08 · cs.CR · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IDLJW43WYPZH6SIF262QJA5A5K}

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

Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions

Receipt and verification

First computed	2026-07-05T10:50:43.313843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40d69b7376c3f27f4905d7b50483a0ea819cadc3b6f8444375f02ead7c81ead5

Aliases

arxiv: 2408.04342 · arxiv_version: 2408.04342v1 · doi: 10.48550/arxiv.2408.04342 · pith_short_12: IDLJW43WYPZH · pith_short_16: IDLJW43WYPZH6SIF · pith_short_8: IDLJW43W

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/IDLJW43WYPZH6SIF262QJA5A5K \
  | 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: 40d69b7376c3f27f4905d7b50483a0ea819cadc3b6f8444375f02ead7c81ead5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "816871f3ef2b02a16b39d0f83f39f106a36929c3ee05e36fecfd8fed76dfe271",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-08-08T09:59:30Z",
    "title_canon_sha256": "bc3abc84bb3a02748885b83c2a1d9570b1a05ad481dbadf618a289ac199c9ab5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.04342",
    "kind": "arxiv",
    "version": 1
  }
}