Pith Number

pith:ES3MP7M3

pith:2025:ES3MP7M3WQKLCNKTG3KJ72IR74

not attested not anchored not stored refs pending

How Breakable Is Privacy: Probing and Resisting Model Inversion Attacks in Collaborative Inference

Dong Wang, Gaoning Pan, Rongke Liu, Weizhi Meng, Xingyu He, Youwen Zhu

arxiv:2501.00824 v7 · 2025-01-01 · cs.CR · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ES3MP7M3WQKLCNKTG3KJ72IR74}

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	2026-07-05T11:24:52.390273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24b6c7fd9bb414b1355336d49fe911ff161346ea536e3488977c6339d316e8a5

Aliases

arxiv: 2501.00824 · arxiv_version: 2501.00824v7 · doi: 10.48550/arxiv.2501.00824 · pith_short_12: ES3MP7M3WQKL · pith_short_16: ES3MP7M3WQKLCNKT · pith_short_8: ES3MP7M3

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/ES3MP7M3WQKLCNKTG3KJ72IR74 \
  | 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: 24b6c7fd9bb414b1355336d49fe911ff161346ea536e3488977c6339d316e8a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "231f193772038adc0a71b085c67cee423c491cddaf865a7f23e903fe82138e9e",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-01T13:00:01Z",
    "title_canon_sha256": "ee0ad8a490f3a217529f7159d3d2a6877b5e6cf8ffa3a9f0785c03b1b271ce7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00824",
    "kind": "arxiv",
    "version": 7
  }
}