Pith Number

pith:6UGWI24P

pith:2023:6UGWI24P5Y6W5SPUTIE6FB4EF3

not attested not anchored not stored refs pending

Enhancing IoT Security via Automatic Network Traffic Analysis: The Transition from Machine Learning to Deep Learning

Bassem Ouni, Eugeny Popko, Mounia Hamidouche

arxiv:2312.00034 v1 · 2023-11-20 · cs.CR · cs.AI · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6UGWI24P5Y6W5SPUTIE6FB4EF3}

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	2026-07-05T07:18:47.973513Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f50d646b8fee3d6ec9f49a09e287842ed6872717732b5503e278ee315c49b43a

Aliases

arxiv: 2312.00034 · arxiv_version: 2312.00034v1 · doi: 10.48550/arxiv.2312.00034 · pith_short_12: 6UGWI24P5Y6W · pith_short_16: 6UGWI24P5Y6W5SPU · pith_short_8: 6UGWI24P

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/6UGWI24P5Y6W5SPUTIE6FB4EF3 \
  | 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: f50d646b8fee3d6ec9f49a09e287842ed6872717732b5503e278ee315c49b43a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ab6ed36308f9430ab40a224db3d744c37da029f4c61160c71871447be295ca1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-11-20T16:48:50Z",
    "title_canon_sha256": "e4cddc5cbcdfbf6d927cffbaa367fb081aa612e0b2f3b763153c83cb0232d781"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.00034",
    "kind": "arxiv",
    "version": 1
  }
}