Pith Number

pith:IXH5TVEG

pith:2025:IXH5TVEGHSCLERJIPLN2U2VFP3

not attested not anchored not stored refs pending

Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models

Minh N. Vu, My T. Thai, Quan Nguyen, Truc Nguyen

arxiv:2506.17292 v2 · 2025-06-16 · cs.CR · 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{IXH5TVEGHSCLERJIPLN2U2VFP3}

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	2026-07-05T11:46:44.264706Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45cfd9d4863c84b245287adbaa6aa57ef195ad6558e998c5af2366dc0ff34a01

Aliases

arxiv: 2506.17292 · arxiv_version: 2506.17292v2 · doi: 10.48550/arxiv.2506.17292 · pith_short_12: IXH5TVEGHSCL · pith_short_16: IXH5TVEGHSCLERJI · pith_short_8: IXH5TVEG

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/IXH5TVEGHSCLERJIPLN2U2VFP3 \
  | 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: 45cfd9d4863c84b245287adbaa6aa57ef195ad6558e998c5af2366dc0ff34a01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5829b9ad26b41ff340418df39768d6f5c9b6a9da9a090d4e40ac1fbad39f1c14",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-06-16T21:48:11Z",
    "title_canon_sha256": "d33e5d1b15877f2fad057a5ad3454fe6dfa3807916dc9be93e571ac9f4eae7f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.17292",
    "kind": "arxiv",
    "version": 2
  }
}