Pith Number

pith:QPXYGEML

pith:2023:QPXYGEMLNMC53BQH4A2AGH54KI

not attested not anchored not stored refs pending

QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model

Blake Gage, Elizabeth Iwasawa, Jinyang Li, Weiwen Jiang, Zhepeng Wang, Zhirui Hu

arxiv:2304.11511 v2 · 2023-04-23 · 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{QPXYGEMLNMC53BQH4A2AGH54KI}

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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

Adversarial Threats in Quantum Machine Learning: A Survey of Attacks and Defenses

Receipt and verification

First computed	2026-07-05T07:00:44.272970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83ef83118b6b05dd8607e034031fbc52394611a9d5b152a11b462d5e15195568

Aliases

arxiv: 2304.11511 · arxiv_version: 2304.11511v2 · doi: 10.48550/arxiv.2304.11511 · pith_short_12: QPXYGEMLNMC5 · pith_short_16: QPXYGEMLNMC53BQH · pith_short_8: QPXYGEML

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/QPXYGEMLNMC53BQH4A2AGH54KI \
  | 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: 83ef83118b6b05dd8607e034031fbc52394611a9d5b152a11b462d5e15195568

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4003b711e62144b77024c01bff0e5aca40d12977f5d311073ca71fbf4decf24e",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2023-04-23T01:17:43Z",
    "title_canon_sha256": "7ed42a28b041aa560fd6d72dbc0e70bd8f25fa9612ea4e06c2196ed06c3f31f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11511",
    "kind": "arxiv",
    "version": 2
  }
}