Pith Number

pith:BD4K44KA

pith:2020:BD4K44KACINW7NAOFZE27OHCL7

not attested not anchored not stored refs pending

Defending Model Inversion and Membership Inference Attacks via Prediction Purification

Bin Shao, Bohan Xuan, Ee-Chien Chang, Fan Zhang, Ziqi Yang

arxiv:2005.03915 v2 · 2020-05-08 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BD4K44KACINW7NAOFZE27OHCL7}

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	2026-07-05T01:28:30.418801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08f8ae7140121b6fb40e2e49afb8e25fd3fdede5d2786bdcea9aa79d0de8a89d

Aliases

arxiv: 2005.03915 · arxiv_version: 2005.03915v2 · doi: 10.48550/arxiv.2005.03915 · pith_short_12: BD4K44KACINW · pith_short_16: BD4K44KACINW7NAO · pith_short_8: BD4K44KA

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/BD4K44KACINW7NAOFZE27OHCL7 \
  | 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: 08f8ae7140121b6fb40e2e49afb8e25fd3fdede5d2786bdcea9aa79d0de8a89d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1470b3a20bb15c81ec20e4fc2ed2fd19a3503da3ecbd70c793b9e8af7674fe1a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-05-08T09:07:38Z",
    "title_canon_sha256": "35c2f4584a4f225cc3554de306860c802304e8a6938e4410070f7d40d23b6225"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.03915",
    "kind": "arxiv",
    "version": 2
  }
}