Pith Number

pith:2DI6BD2Y

pith:2025:2DI6BD2YIZGHGOOZR4BZLBB34C

not attested not anchored not stored refs pending

Gradient Inversion Transcript: Leveraging Robust Generative Priors to Reconstruct Training Data from Gradient Leakage

Chen Liu, Xinping Chen

arxiv:2505.20026 v1 · 2025-05-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2DI6BD2YIZGHGOOZR4BZLBB34C}

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	2026-07-05T11:09:51.437866Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0d1e08f58464c7339d98f0395843be09d3ad2ca61bc88ebdc900aa8c6098937

Aliases

arxiv: 2505.20026 · arxiv_version: 2505.20026v1 · doi: 10.48550/arxiv.2505.20026 · pith_short_12: 2DI6BD2YIZGH · pith_short_16: 2DI6BD2YIZGHGOOZ · pith_short_8: 2DI6BD2Y

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/2DI6BD2YIZGHGOOZR4BZLBB34C \
  | 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: d0d1e08f58464c7339d98f0395843be09d3ad2ca61bc88ebdc900aa8c6098937

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc853d14950a63efcecf48d8bb831bf015751b85a2b45eef94994c761c24a4a6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T14:17:00Z",
    "title_canon_sha256": "48852dce16cf591c1a56ef96984d7415fca14ebd6ff4eeff281fc5a8bfae5652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20026",
    "kind": "arxiv",
    "version": 1
  }
}