Pith Number

pith:5PW6AZF2

pith:2026:5PW6AZF2MBELR364LFXTFPHIHC

not attested not anchored not stored refs pending

Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN

Bin Cheng, Bin He, Long Zhao, Shixun Ji

arxiv:2607.02981 v1 · 2026-07-03 · 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{5PW6AZF2MBELR364LFXTFPHIHC}

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	2026-07-07T01:16:38.541228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebede064ba6048b8efdc596f32bce838b3efd551d5faf16e17f965f7356d5ab3

Aliases

arxiv: 2607.02981 · arxiv_version: 2607.02981v1 · doi: 10.48550/arxiv.2607.02981 · pith_short_12: 5PW6AZF2MBEL · pith_short_16: 5PW6AZF2MBELR364 · pith_short_8: 5PW6AZF2

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/5PW6AZF2MBELR364LFXTFPHIHC \
  | 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: ebede064ba6048b8efdc596f32bce838b3efd551d5faf16e17f965f7356d5ab3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0946ce511558e2c38625c417635f38361a6f03d570c11af95613c571cd74c7cb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-03T05:39:47Z",
    "title_canon_sha256": "b0c3c39f68fa36b31c046ed68598a650d3662830dde4d34b664034afcd47b01a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02981",
    "kind": "arxiv",
    "version": 1
  }
}