Pith Number

pith:HNYJOVWF

pith:2024:HNYJOVWF5P44TXYX2YFT5NLZWV

not attested not anchored not stored refs pending

Exploring User-level Gradient Inversion with a Diffusion Prior

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

arxiv:2409.07291 v1 · 2024-09-11 · cs.LG · cs.AI · cs.CR · cs.CV · 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{HNYJOVWF5P44TXYX2YFT5NLZWV}

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	2026-07-05T09:05:55.782979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b709756c5ebf9c9df17d60b3eb579b573ae6e8a60750fe8bd346e221c8a71a5

Aliases

arxiv: 2409.07291 · arxiv_version: 2409.07291v1 · doi: 10.48550/arxiv.2409.07291 · pith_short_12: HNYJOVWF5P44 · pith_short_16: HNYJOVWF5P44TXYX · pith_short_8: HNYJOVWF

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/HNYJOVWF5P44TXYX2YFT5NLZWV \
  | 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: 3b709756c5ebf9c9df17d60b3eb579b573ae6e8a60750fe8bd346e221c8a71a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4bc7e47adbe9b50683c26f48e1693acf83875be3300db10cc84933aea50f843",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-11T14:20:47Z",
    "title_canon_sha256": "2617fa854535308521821731a1f73f83b73a4007444d10d4de0aa9f7b4e1cf9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.07291",
    "kind": "arxiv",
    "version": 1
  }
}