Pith Number

pith:R5X7BHFV

pith:2021:R5X7BHFVPDZP2IJ2E7S43FZIYR

not attested not anchored not stored refs pending

Supervised Machine Learning with Plausible Deniability

Jasmin Wachter, Manuel Egger, Manuel Hobisch, Sandra K\"onig, Stefan Rass

arxiv:2106.04267 v1 · 2021-06-08 · cs.LG · cs.AI · 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{R5X7BHFVPDZP2IJ2E7S43FZIYR}

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	2026-07-05T04:15:27.478983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8f6ff09cb578f2fd213a27e5cd9728c471f4460d13aa71545edceca9ef65c0b9

Aliases

arxiv: 2106.04267 · arxiv_version: 2106.04267v1 · doi: 10.48550/arxiv.2106.04267 · pith_short_12: R5X7BHFVPDZP · pith_short_16: R5X7BHFVPDZP2IJ2 · pith_short_8: R5X7BHFV

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/R5X7BHFVPDZP2IJ2E7S43FZIYR \
  | 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: 8f6ff09cb578f2fd213a27e5cd9728c471f4460d13aa71545edceca9ef65c0b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a28fddcb70962b610d6f6a446a6c883ef9e4737473473ee812bfc6a35e39cf43",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-08T11:54:51Z",
    "title_canon_sha256": "353eefdc17021e05d5e8d197afec47b53f4c4496e1e756c8524f9edeae0a9723"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04267",
    "kind": "arxiv",
    "version": 1
  }
}