Pith Number

pith:OSRLBW2G

pith:2024:OSRLBW2GA43QZ2R3RZI6YZAH3E

not attested not anchored not stored refs pending

Analyzing Inference Privacy Risks Through Gradients in Machine Learning

Andrew Lowy, Bradley Malin, Jing Liu, Kieran Parsons, Toshiaki Koike-Akino, Ye Wang, Zhuohang Li

arxiv:2408.16913 v1 · 2024-08-29 · cs.LG · cs.AI · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OSRLBW2GA43QZ2R3RZI6YZAH3E}

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	2026-07-05T09:01:08.183294Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74a2b0db4607370cea3b8e51ec6407d91ecec0f0a24d8a7686956ff13ff61f94

Aliases

arxiv: 2408.16913 · arxiv_version: 2408.16913v1 · doi: 10.48550/arxiv.2408.16913 · pith_short_12: OSRLBW2GA43Q · pith_short_16: OSRLBW2GA43QZ2R3 · pith_short_8: OSRLBW2G

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/OSRLBW2GA43QZ2R3RZI6YZAH3E \
  | 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: 74a2b0db4607370cea3b8e51ec6407d91ecec0f0a24d8a7686956ff13ff61f94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a002b894ee2caf310ca64b1072054fd2d31bbe29ae616d04208ef7544036674",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-29T21:21:53Z",
    "title_canon_sha256": "bbf76d69531528f3f942de5229a70333db85bcacd1d7dcc095586e2760a6122f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.16913",
    "kind": "arxiv",
    "version": 1
  }
}