Pith. sign in
Pith Number

pith:7455VCMA

pith:2025:7455VCMAR7YEEEMM3XD2YZDZSH
not attested not anchored not stored refs pending

QFAL: Quantum Federated Adversarial Learning

Alberto Marchisio, Mohamed Bennai, Muhammad Shafique, Nouhaila Innan, Taoufik Said, Walid El Maouaki

arxiv:2502.21171 v1 · 2025-02-28 · cs.LG · quant-ph

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{7455VCMAR7YEEEMM3XD2YZDZSH}

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

2 papers in Pith

Q-RAIL: A Reliability-Aware Framework for Quantum Federated Learning on Heterogeneous Noisy Hardware
Quantum Adversarial Machine Learning: From Classical Adaptations to Quantum-Native Methods
Receipt and verification
First computed 2026-07-05T10:21:45.567289Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ff3bda89808ff042118cddc7ac647991f8475db628404d8ef461e6881f5e5caf

Aliases

arxiv: 2502.21171 · arxiv_version: 2502.21171v1 · doi: 10.48550/arxiv.2502.21171 · pith_short_12: 7455VCMAR7YE · pith_short_16: 7455VCMAR7YEEEMM · pith_short_8: 7455VCMA
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/7455VCMAR7YEEEMM3XD2YZDZSH \
  | 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: ff3bda89808ff042118cddc7ac647991f8475db628404d8ef461e6881f5e5caf
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "f4f13399b2c0dbfb200df8213b2503fcd3b8914ff43fc1cb1ab5711a027dd115",
    "cross_cats_sorted": [
      "quant-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-28T15:54:39Z",
    "title_canon_sha256": "a8a6f941d772faf1c05065d70846c634751790b86b104c88d280eb8d4e7bbfd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.21171",
    "kind": "arxiv",
    "version": 1
  }
}