Pith Number

pith:OYJ2TH5G

pith:2025:OYJ2TH5GMQAUBC5YINOPST4X3S

not attested not anchored not stored refs pending

CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data

Yifan Zeng

arxiv:2505.14027 v1 · 2025-05-20 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OYJ2TH5GMQAUBC5YINOPST4X3S}

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

$\text{C}^{2}\text{BNVAE}$: Dual-Conditional Deep Generation of Network Traffic Data for Network Intrusion Detection System Balancing

Receipt and verification

First computed	2026-07-05T11:05:54.953863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7613a99fa66401408bb8435cf94f97dc9d08465fdee63c4fb141b1cae86c0067

Aliases

arxiv: 2505.14027 · arxiv_version: 2505.14027v1 · doi: 10.48550/arxiv.2505.14027 · pith_short_12: OYJ2TH5GMQAU · pith_short_16: OYJ2TH5GMQAUBC5Y · pith_short_8: OYJ2TH5G

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/OYJ2TH5GMQAUBC5YINOPST4X3S \
  | 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: 7613a99fa66401408bb8435cf94f97dc9d08465fdee63c4fb141b1cae86c0067

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb62321a94e15379af1cb63776bd70aa92edcf1c7fcbcb57f9416ec074bfb3f6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-20T07:27:51Z",
    "title_canon_sha256": "174dc1159545728b806ad26f2c2e8039a6440db676161cf058194c002f65cbd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14027",
    "kind": "arxiv",
    "version": 1
  }
}