Pith Number

pith:56PJXSC3

pith:2025:56PJXSC3YIP7IQMTXPVDWCT5M3

not attested not anchored not stored refs pending

Integrating Generative AI into Cybersecurity Education: A Study of OCR and Multimodal LLM-assisted Instruction

Banafsheh Saber Latibari, Bono Po-Jen Shih, Gaurangi Raul, Jesus Pacheco, Karan Patel, Matthew W. Redondo, Pratik Satam, Soheil Salehi, Yu-Zheng Lin

arxiv:2509.02998 v1 · 2025-09-03 · cs.CY · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{56PJXSC3YIP7IQMTXPVDWCT5M3}

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	2026-07-05T12:04:01.564119Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef9e9bc85bc21ff44193bbea3b0a7d66ca356bf5a5344d987da597c350e34d17

Aliases

arxiv: 2509.02998 · arxiv_version: 2509.02998v1 · doi: 10.48550/arxiv.2509.02998 · pith_short_12: 56PJXSC3YIP7 · pith_short_16: 56PJXSC3YIP7IQMT · pith_short_8: 56PJXSC3

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/56PJXSC3YIP7IQMTXPVDWCT5M3 \
  | 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: ef9e9bc85bc21ff44193bbea3b0a7d66ca356bf5a5344d987da597c350e34d17

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08f6b643a2222e0fd31a3c8734b709108bdd16000ff47240246b70182b6d42f4",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-09-03T04:16:50Z",
    "title_canon_sha256": "b27a3f9d170ee4b7e676b68db95ef4421134fe4bec4d3c277d299204b8756905"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02998",
    "kind": "arxiv",
    "version": 1
  }
}