Pith Number

pith:NHHPL44K

pith:2025:NHHPL44KB3O7V3CM4JDZCOHW66

not attested not anchored not stored refs pending

Empowering Manufacturers with Privacy-Preserving AI Tools: A Case Study in Privacy-Preserving Machine Learning to Solve Real-World Problems

Ali Shakouri, Jan Allebach, Jessica Shorland, Joshua Shank, Latanya Sweeney, Pascal Delpe-Brice, Xiaoyu Ji

arxiv:2507.01808 v1 · 2025-07-02 · cs.CR · cs.AI · cs.CV · cs.ET

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NHHPL44KB3O7V3CM4JDZCOHW66}

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	2026-07-05T11:30:55.568160Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69cef5f38a0eddfaec4ce2479138f6f7bd1ff7889f7a19560128883bc39922af

Aliases

arxiv: 2507.01808 · arxiv_version: 2507.01808v1 · doi: 10.48550/arxiv.2507.01808 · pith_short_12: NHHPL44KB3O7 · pith_short_16: NHHPL44KB3O7V3CM · pith_short_8: NHHPL44K

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/NHHPL44KB3O7V3CM4JDZCOHW66 \
  | 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: 69cef5f38a0eddfaec4ce2479138f6f7bd1ff7889f7a19560128883bc39922af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab5112146e4e728e7ac7bc6b696115d71e1624fb84c111f4458d6b85c2fde2e2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.ET"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-02T15:25:43Z",
    "title_canon_sha256": "3b69b2f7bb211919fccc1cced552742135baf544cf77b496fe97dd23c276e184"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01808",
    "kind": "arxiv",
    "version": 1
  }
}