Pith Number

pith:BQVLKOML

pith:2026:BQVLKOMLXWJP4JB25DEBEDFELI

not attested not anchored not stored refs pending

Stabilising Explainability Fragility in Cybersecurity AI: The Impact and Mitigation of Multicollinearity in Public Benchmark Datasets

Anna Lito Michala, Ioannis J. Vourganas

arxiv:2605.22529 v1 · 2026-05-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQVLKOMLXWJP4JB25DEBEDFELI}

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	2026-05-22T01:04:49.232064Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c2ab5398bbd92fe243ae8c8120ca45a34eca3e996eb4cd827ab7e9b406549d8

Aliases

arxiv: 2605.22529 · arxiv_version: 2605.22529v1 · doi: 10.48550/arxiv.2605.22529 · pith_short_12: BQVLKOMLXWJP · pith_short_16: BQVLKOMLXWJP4JB2 · pith_short_8: BQVLKOML

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/BQVLKOMLXWJP4JB25DEBEDFELI \
  | 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: 0c2ab5398bbd92fe243ae8c8120ca45a34eca3e996eb4cd827ab7e9b406549d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28701c16a1ad67dd576dc9653ee2e9e1e510c727195f9de975ddfd215878923a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T14:20:33Z",
    "title_canon_sha256": "a23024728fc6f70b47f29555541627bfd6d8e07a9ad77db5c225c520e3aa47f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22529",
    "kind": "arxiv",
    "version": 1
  }
}