Pith Number

pith:MUL5HVOD

pith:2023:MUL5HVODSW5BCWBH6CTZ6N7X3C

not attested not anchored not stored refs pending

Student Assessment in Cybersecurity Training Automated by Pattern Mining and Clustering

Daniel Popovi\v{c}, Jan Vykopal, Kristi\'an Tk\'a\v{c}ik, Pavel \v{C}eleda, Valdemar \v{S}v\'abensk\'y

arxiv:2307.10260 v1 · 2023-07-13 · cs.CR · cs.CY · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MUL5HVODSW5BCWBH6CTZ6N7X3C}

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	2026-07-05T06:32:56.368108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6517d3d5c395ba115827f0a79f37f7d8a99c10aaeed4de4fedbbb988424b45c0

Aliases

arxiv: 2307.10260 · arxiv_version: 2307.10260v1 · doi: 10.48550/arxiv.2307.10260 · pith_short_12: MUL5HVODSW5B · pith_short_16: MUL5HVODSW5BCWBH · pith_short_8: MUL5HVOD

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/MUL5HVODSW5BCWBH6CTZ6N7X3C \
  | 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: 6517d3d5c395ba115827f0a79f37f7d8a99c10aaeed4de4fedbbb988424b45c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5403d834ecaf56d90b8f2186c191b34ca464c6a394b3a67a6b7d5536252cea1c",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-07-13T18:52:58Z",
    "title_canon_sha256": "11bf56d65aa92aecb426adb27ad9005f62b6ffadfeceaca71c24c9417a66c4cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.10260",
    "kind": "arxiv",
    "version": 1
  }
}