Pith Number

pith:IJOT2Z6Z

pith:2025:IJOT2Z6ZDCLVUFPCPDZMUN4DX6

not attested not anchored not stored refs pending

Modeling Neural Networks with Privacy Using Neural Stochastic Differential Equations

Anthony Gruber, Fan Wu, Kookjin Lee, Sanghyun Hong

arxiv:2501.06686 v2 · 2025-01-12 · 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{IJOT2Z6ZDCLVUFPCPDZMUN4DX6}

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	2026-07-05T11:25:07.359637Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

425d3d67d918975a15e278f2ca3783bfbed6bc067538b6b1fcdd18c3544fceaa

Aliases

arxiv: 2501.06686 · arxiv_version: 2501.06686v2 · doi: 10.48550/arxiv.2501.06686 · pith_short_12: IJOT2Z6ZDCLV · pith_short_16: IJOT2Z6ZDCLVUFPC · pith_short_8: IJOT2Z6Z

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/IJOT2Z6ZDCLVUFPCPDZMUN4DX6 \
  | 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: 425d3d67d918975a15e278f2ca3783bfbed6bc067538b6b1fcdd18c3544fceaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e06fc02fbcf31450776267b1a40311ec20e9f0fbf1cab6cb12a972aa3d6ae8ed",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-12T02:26:21Z",
    "title_canon_sha256": "8c53c1b086cf92db0917ca5a75ec4dc21af91830cf88c81519efcb62a0018897"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06686",
    "kind": "arxiv",
    "version": 2
  }
}