Pith Number

pith:7QFHPK55

pith:2023:7QFHPK55IB6B4QPPJLIEKXH2SS

not attested not anchored not stored refs pending

TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture

Adrien Benamira, Sayandeep Saha, Thomas Peyrin, Tristan Gu\'erand

arxiv:2302.01584 v2 · 2023-02-03 · cs.CR · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7QFHPK55IB6B4QPPJLIEKXH2SS}

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

1 paper in Pith

Towards Deep Encrypted Training: Low-Latency, Memory-Efficient, and High-Throughput Inference for Privacy-Preserving Neural Networks

Receipt and verification

First computed	2026-07-05T11:33:12.281632Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc0a77abbd407c1e41ef4ad0455cfa94bea15208b74abca1f164d2369dd9d794

Aliases

arxiv: 2302.01584 · arxiv_version: 2302.01584v2 · doi: 10.48550/arxiv.2302.01584 · pith_short_12: 7QFHPK55IB6B · pith_short_16: 7QFHPK55IB6B4QPP · pith_short_8: 7QFHPK55

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/7QFHPK55IB6B4QPPJLIEKXH2SS \
  | 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: fc0a77abbd407c1e41ef4ad0455cfa94bea15208b74abca1f164d2369dd9d794

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28b9c03d8fe112d31f662ba833f5ee0bb4933edefdd1acdb9ec278926a053c8f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-02-03T07:32:23Z",
    "title_canon_sha256": "d23819e497a4b2eb1efe9e5d1a1dc56e46c9a7373961a2972fd3214f35e6cd35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.01584",
    "kind": "arxiv",
    "version": 2
  }
}