Pith Number

pith:SANFPUEB

pith:2022:SANFPUEB7R3P6HBUBOY3ODN2ZG

not attested not anchored not stored refs pending

SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning

Ahmed Salem, Andrew Paverd, Anshuman Suri, Boris K\"opf, David Evans, Giovanni Cherubin, Santiago Zanella-B\'eguelin, Shruti Tople

arxiv:2212.10986 v2 · 2022-12-21 · cs.LG · cs.CR · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SANFPUEB7R3P6HBUBOY3ODN2ZG}

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	2026-07-05T06:03:10.935131Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

901a57d081fc76ff1c340bb1b70dbac9a9aa557d6ca04706b0c56d839ce60b1b

Aliases

arxiv: 2212.10986 · arxiv_version: 2212.10986v2 · doi: 10.48550/arxiv.2212.10986 · pith_short_12: SANFPUEB7R3P · pith_short_16: SANFPUEB7R3P6HBU · pith_short_8: SANFPUEB

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/SANFPUEB7R3P6HBUBOY3ODN2ZG \
  | 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: 901a57d081fc76ff1c340bb1b70dbac9a9aa557d6ca04706b0c56d839ce60b1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "203e868ea00ea6d9e7996db45cca02e9de12775344c1a9a2b544f8f205c7b66a",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-21T12:48:30Z",
    "title_canon_sha256": "e317bc9164605b5e4f4cf79a5dfbe1fad3b7e05c00fc45b2aed2165d64b12196"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10986",
    "kind": "arxiv",
    "version": 2
  }
}