Pith Number

pith:MIYQOC2E

pith:2024:MIYQOC2EYRIYYKEEZUGYHDYFDA

not attested not anchored not stored refs pending

Detecting Unsuccessful Students in Cybersecurity Exercises in Two Different Learning Environments

Ankur Chattopadhyay, Aubrey Birdwell, Jan Vykopal, Jens Mache, Kristi\'an Tk\'a\v{c}ik, Pavel \v{C}eleda, Richard Weiss, Ryan S. Baker, Valdemar \v{S}v\'abensk\'y

arxiv:2408.08531 v2 · 2024-08-16 · cs.LG · cs.AI · cs.CR · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MIYQOC2EYRIYYKEEZUGYHDYFDA}

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

Knowledge Distillation in RNN-Attention Models for Early Prediction of Student Performance

Receipt and verification

First computed	2026-07-05T10:22:03.289752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6231070b44c4518c2884cd0d838f051837b4bc9ea9e07783ac0ff65d18aa4233

Aliases

arxiv: 2408.08531 · arxiv_version: 2408.08531v2 · doi: 10.48550/arxiv.2408.08531 · pith_short_12: MIYQOC2EYRIY · pith_short_16: MIYQOC2EYRIYYKEE · pith_short_8: MIYQOC2E

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/MIYQOC2EYRIYYKEEZUGYHDYFDA \
  | 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: 6231070b44c4518c2884cd0d838f051837b4bc9ea9e07783ac0ff65d18aa4233

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dc801e59925ec19584fdd13a7cdcabbdad374a6808e9cae518660b247f2667e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-16T04:57:54Z",
    "title_canon_sha256": "75f113140925d0c515861dfeca6a5585eca3ac3e6f28ba4bbc0a36a82fb8828e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08531",
    "kind": "arxiv",
    "version": 2
  }
}