Pith Number

pith:S3IXMJ4J

pith:2020:S3IXMJ4JNWTTAJKEMHXTDWSGLE

not attested not anchored not stored refs pending

Automating Botnet Detection with Graph Neural Networks

Alexander M. Rush, Jiawei Zhou, Minlan Yu, Zhiying Xu

arxiv:2003.06344 v1 · 2020-03-13 · cs.CR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S3IXMJ4JNWTTAJKEMHXTDWSGLE}

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

GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection

Receipt and verification

First computed	2026-07-05T00:47:46.160960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96d17627896da730254461ef31da465936218976ed526960eb2d80a37e731e56

Aliases

arxiv: 2003.06344 · arxiv_version: 2003.06344v1 · doi: 10.48550/arxiv.2003.06344 · pith_short_12: S3IXMJ4JNWTT · pith_short_16: S3IXMJ4JNWTTAJKE · pith_short_8: S3IXMJ4J

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/S3IXMJ4JNWTTAJKEMHXTDWSGLE \
  | 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: 96d17627896da730254461ef31da465936218976ed526960eb2d80a37e731e56

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b7f0501b3a253bef14e673dc301c0975dab4531cd472014dbecb3ad7c023c40",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-03-13T15:34:33Z",
    "title_canon_sha256": "68a414d9dc42eb2e246a14baad907245d508dd7ef32d270e62cc8dc6a261cbbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.06344",
    "kind": "arxiv",
    "version": 1
  }
}