Pith. sign in
Pith Number

pith:W32A5RSY

pith:2021:W32A5RSYZDTQVST3AV2FPXOF7D
not attested not anchored not stored refs pending

Practical and Secure Federated Recommendation with Personalized Masks

Di Chai, Junxue Zhang, Kai Chen, Kun Guo, Leye Wang, Liu Yang, Qiang Yang

arxiv:2109.02464 v2 · 2021-08-18 · cs.IR · cs.AI · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{W32A5RSYZDTQVST3AV2FPXOF7D}

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 2026-07-05T04:32:51.323302Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b6f40ec658c8e70aca7b057457ddc5f8fb64b024be1d0efde06a76cb450ee6c9

Aliases

arxiv: 2109.02464 · arxiv_version: 2109.02464v2 · doi: 10.48550/arxiv.2109.02464 · pith_short_12: W32A5RSYZDTQ · pith_short_16: W32A5RSYZDTQVST3 · pith_short_8: W32A5RSY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/W32A5RSYZDTQVST3AV2FPXOF7D \
  | 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: b6f40ec658c8e70aca7b057457ddc5f8fb64b024be1d0efde06a76cb450ee6c9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c613b7143255f5c40123ebef4f9892c507b4e850cca1c32683dc72f7b0a88e3e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2021-08-18T07:12:23Z",
    "title_canon_sha256": "6e7c732ee72297f1b02232384ca40d4c26f336ff8e5ecfc0edb230ed44edb7d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.02464",
    "kind": "arxiv",
    "version": 2
  }
}