Pith Number

pith:52LPCOWO

pith:2025:52LPCOWOD3HR63N3Q665GBX3SO

not attested not anchored not stored refs pending

Are We There Yet? Unraveling the State-of-the-Art Graph Network Intrusion Detection Systems

Chenglong Wang, Cunqing Hua, Jiaping Gui, Pujia Zheng, Wajih Ul Hassan

arxiv:2503.20281 v1 · 2025-03-26 · 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{52LPCOWOD3HR63N3Q665GBX3SO}

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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

REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack

Receipt and verification

First computed	2026-07-05T10:39:36.149409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee96f13ace1ecf1f6dbb87bdd306fb939e30688b7680c7756da7f04691329ace

Aliases

arxiv: 2503.20281 · arxiv_version: 2503.20281v1 · doi: 10.48550/arxiv.2503.20281 · pith_short_12: 52LPCOWOD3HR · pith_short_16: 52LPCOWOD3HR63N3 · pith_short_8: 52LPCOWO

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/52LPCOWOD3HR63N3Q665GBX3SO \
  | 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: ee96f13ace1ecf1f6dbb87bdd306fb939e30688b7680c7756da7f04691329ace

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "012167f5cb4a0f5c927ff22e90c32a4af933624c98b71ae5a5b4ddc3a8f9112a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-03-26T07:11:57Z",
    "title_canon_sha256": "b2ebe08657e790e74b80064675e9cac00f6ae71dc26ff5b23f63f1b7acdaa18e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.20281",
    "kind": "arxiv",
    "version": 1
  }
}