Pith Number

pith:27BOYOTJ

pith:2023:27BOYOTJCROF47UIOVPWITIM7Y

not attested not anchored not stored refs pending

Information Flow Control in Machine Learning through Modular Model Architecture

Chuan Guo, G. Edward Suh, Hsien-Hsin S. Lee, Kiwan Maeng, Sanjay Kariyappa, Suchin Gururangan, Trishita Tiwari, Udit Gupta, Weizhe Hua, Wenjie Xiong

arxiv:2306.03235 v2 · 2023-06-05 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{27BOYOTJCROF47UIOVPWITIM7Y}

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	2026-07-05T08:39:27.336017Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7c2ec3a69145c5e7e88755f644d0cfe0c608d3b9bcd8bc6714eb7d838a8a065

Aliases

arxiv: 2306.03235 · arxiv_version: 2306.03235v2 · doi: 10.48550/arxiv.2306.03235 · pith_short_12: 27BOYOTJCROF · pith_short_16: 27BOYOTJCROF47UI · pith_short_8: 27BOYOTJ

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/27BOYOTJCROF47UIOVPWITIM7Y \
  | 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: d7c2ec3a69145c5e7e88755f644d0cfe0c608d3b9bcd8bc6714eb7d838a8a065

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "167c2bed9e825e1324f150df8ed7438931247ee17806ecdf9f975d1200f89ca6",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-05T20:40:05Z",
    "title_canon_sha256": "5a00da596b4ad2078a4daad9bf099c5e3971ce080bb9c1d0f9f20467d7fa4a26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.03235",
    "kind": "arxiv",
    "version": 2
  }
}