Pith Number

pith:K7EW3WHV

pith:2024:K7EW3WHVR4DXIZZJGTTRA7S627

not attested not anchored not stored refs pending

Convolutional Neural Networks and Mixture of Experts for Intrusion Detection in 5G Networks and beyond

Christos Ntanos, Dimitris Askounis, George Doukas, Loukas Ilias, Vangelis Lamprou

arxiv:2412.03483 v2 · 2024-12-04 · 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{K7EW3WHVR4DXIZZJGTTRA7S627}

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	2026-07-05T11:03:18.963298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57c96dd8f58f0774672934e7107e5ed7d8d1f04dc900370f01d453e6ef173c16

Aliases

arxiv: 2412.03483 · arxiv_version: 2412.03483v2 · doi: 10.48550/arxiv.2412.03483 · pith_short_12: K7EW3WHVR4DX · pith_short_16: K7EW3WHVR4DXIZZJ · pith_short_8: K7EW3WHV

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/K7EW3WHVR4DXIZZJGTTRA7S627 \
  | 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: 57c96dd8f58f0774672934e7107e5ed7d8d1f04dc900370f01d453e6ef173c16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a78518d913c877b764de0959b1d0e944f9c41aaae68b46eafb2640971da7bb56",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-04T17:20:01Z",
    "title_canon_sha256": "efc5146b588efc4a2366b5ffd468088acb73b3681d29a642eed6f99bcfbb1dea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.03483",
    "kind": "arxiv",
    "version": 2
  }
}