Pith Number

pith:F72NUVHW

pith:2025:F72NUVHW6PF6G6BI3MSQ2XVIYZ

not attested not anchored not stored refs pending

LENS-XAI: Redefining Lightweight and Explainable Network Security through Knowledge Distillation and Variational Autoencoders for Scalable Intrusion Detection in Cybersecurity

Muhammet Anil Yagiz, Polat Goktas

arxiv:2501.00790 v2 · 2025-01-01 · cs.CR · cs.AI · cs.CY · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F72NUVHW6PF6G6BI3MSQ2XVIYZ}

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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

Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI

Receipt and verification

First computed	2026-07-05T09:58:27.471438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ff4da54f6f3cbe37828db250d5ea8c645fd0b777de0421303209b156a1da006

Aliases

arxiv: 2501.00790 · arxiv_version: 2501.00790v2 · doi: 10.48550/arxiv.2501.00790 · pith_short_12: F72NUVHW6PF6 · pith_short_16: F72NUVHW6PF6G6BI · pith_short_8: F72NUVHW

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/F72NUVHW6PF6G6BI3MSQ2XVIYZ \
  | 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: 2ff4da54f6f3cbe37828db250d5ea8c645fd0b777de0421303209b156a1da006

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4c9a43f3709df2aca3bd5dd0e41105473ffdeddc54e817ddbc8efd12c3ae598",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.ET"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-01T10:00:49Z",
    "title_canon_sha256": "e640a7cc06a17ec4ddd2db0e9598d52de346facf6165c56138e37e71b9f5361e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00790",
    "kind": "arxiv",
    "version": 2
  }
}