Pith Number

pith:TSBP3DVG

pith:2021:TSBP3DVG4T3OWEMN3OGXNFDWKB

not attested not anchored not stored refs pending

TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption

Alaa Eddine Belfedhal, Ayoub Benaissa, Bilal Retiat, Bogdan Cebere

arxiv:2104.03152 v2 · 2021-04-07 · 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{TSBP3DVG4T3OWEMN3OGXNFDWKB}

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

4 papers in Pith

Exploring CKKS Parameter Trade-offs for Privacy-Preserving Personalized Federated Learning

FedShield-LLM: A Secure and Scalable Federated Fine-Tuned Large Language Model

AEGIS: Scaling Long-Sequence Homomorphic Encrypted Transformer Inference via Hybrid Parallelism on Multi-GPU Systems

Privacy-Preserving Federated Learning via Differential Privacy and Homomorphic Encryption for Cardiovascular Disease Risk Modeling

Receipt and verification

First computed	2026-07-05T02:35:53.926772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c82fd8ea6e4f6eb118ddb8d76947650512a71eaf4ede09f111737f44db9bad5

Aliases

arxiv: 2104.03152 · arxiv_version: 2104.03152v2 · doi: 10.48550/arxiv.2104.03152 · pith_short_12: TSBP3DVG4T3O · pith_short_16: TSBP3DVG4T3OWEMN · pith_short_8: TSBP3DVG

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/TSBP3DVG4T3OWEMN3OGXNFDWKB \
  | 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: 9c82fd8ea6e4f6eb118ddb8d76947650512a71eaf4ede09f111737f44db9bad5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f122dbd51cc9352cfa16c131c573f48b433074b1daaaf1f02782aad0dc05eae",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2021-04-07T14:32:38Z",
    "title_canon_sha256": "20bfd9929d0bb168e2ab05861de0d7fa6f004776d594870338b63a73c1ef314a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.03152",
    "kind": "arxiv",
    "version": 2
  }
}