Pith Number

pith:X5VUKQZL

pith:2026:X5VUKQZLIKOUOWOLEXKHKTWUVG

not attested not anchored not stored refs pending

QML-PipeGuard: Drift-Aware Behavioral Fingerprinting for Quantum Machine Learning Pipeline Integrity

Esra Yeniaras

arxiv:2605.25066 v1 · 2026-05-24 · quant-ph · cs.CR · 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{X5VUKQZLIKOUOWOLEXKHKTWUVG}

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	2026-05-26T02:03:38.180987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf6b45432b429d4759cb25d4754ed4a9ae1ab3c433730e8ac771d09900da3c54

Aliases

arxiv: 2605.25066 · arxiv_version: 2605.25066v1 · doi: 10.48550/arxiv.2605.25066 · pith_short_12: X5VUKQZLIKOU · pith_short_16: X5VUKQZLIKOUOWOL · pith_short_8: X5VUKQZL

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/X5VUKQZLIKOUOWOLEXKHKTWUVG \
  | 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: bf6b45432b429d4759cb25d4754ed4a9ae1ab3c433730e8ac771d09900da3c54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "386be2f87a01fe4b99a5a387deaca9307aa77ba7b5410fb99b959fa9e97e31a3",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2026-05-24T13:21:41Z",
    "title_canon_sha256": "2f60de042e57a4d441eaeab6835da573190055a5fae6d8ce6963dc64da3542c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.25066",
    "kind": "arxiv",
    "version": 1
  }
}