Pith Number

pith:QSIQAD36

pith:2018:QSIQAD367CULSOO2VFAWOAQ4XN

not attested not anchored not stored refs pending

Private Machine Learning in TensorFlow using Secure Computation

Ben Decoste, Gavin Uhma, Ian Livingstone, Jason Mancuso, Justin Patriquin, Morgan Giraud, Morten Dahl, Yann Dupis

arxiv:1810.08130 v2 · 2018-10-18 · 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{QSIQAD367CULSOO2VFAWOAQ4XN}

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

MPC-Patch-Bench: Security-Aware LLM Code Patch for Multi-Party Computation

Receipt and verification

First computed	2026-05-18T00:02:30.035138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8491000f7ef8a8b939daa94167021cbb663f67db0fa467d48fcb71f3f96a7207

Aliases

arxiv: 1810.08130 · arxiv_version: 1810.08130v2 · doi: 10.48550/arxiv.1810.08130 · pith_short_12: QSIQAD367CUL · pith_short_16: QSIQAD367CULSOO2 · pith_short_8: QSIQAD36

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/QSIQAD367CULSOO2VFAWOAQ4XN \
  | 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: 8491000f7ef8a8b939daa94167021cbb663f67db0fa467d48fcb71f3f96a7207

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dbe3db29adb9ef561e658e49936a3f9de146cbe5acb0066a72e1326cbc360de",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2018-10-18T16:10:12Z",
    "title_canon_sha256": "40d819656b94b8571ae11222fd4330602ce1ed401f7f011042086c5bec66be3a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.08130",
    "kind": "arxiv",
    "version": 2
  }
}