Pith. sign in
Pith Number

pith:A665CQQZ

pith:2024:A665CQQZG7RJJFZ7E4DEO7HH4M
not attested not anchored not stored refs pending

Efficient Federated Intrusion Detection in 5G ecosystem using optimized BERT-based model

Frederic Adjewa, Leila Merghem-Boulahia, Moez Esseghir

arxiv:2409.19390 v1 · 2024-09-28 · cs.CR · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{A665CQQZG7RJJFZ7E4DEO7HH4M}

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

Receipt and verification
First computed 2026-07-05T09:13:14.661391Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

07bdd1421937e294973f2706477ce7e311e4dc1a85caafe5336d1f14be369954

Aliases

arxiv: 2409.19390 · arxiv_version: 2409.19390v1 · doi: 10.48550/arxiv.2409.19390 · pith_short_12: A665CQQZG7RJ · pith_short_16: A665CQQZG7RJJFZ7 · pith_short_8: A665CQQZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/A665CQQZG7RJJFZ7E4DEO7HH4M \
  | 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: 07bdd1421937e294973f2706477ce7e311e4dc1a85caafe5336d1f14be369954
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0c35e7f1f64fe483fbcf9de37c1af13f366861309661b0cfd353d97fca75098a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-09-28T15:56:28Z",
    "title_canon_sha256": "08471b3992cffc751514a5107b2a5ba46af7977a7b4ef6acf0ca4402b0b9e2fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19390",
    "kind": "arxiv",
    "version": 1
  }
}