Pith Number

pith:3HQLUU2C

pith:2022:3HQLUU2CADXSIXDI3LQ6QRGTEW

not attested not anchored not stored refs pending

Label-only Model Inversion Attack: The Attack that Requires the Least Information

Bo Liu, Dayong Ye, Shuai Zhou, Tianqing Zhu, Wanlei Zhou

arxiv:2203.06555 v1 · 2022-03-13 · 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{3HQLUU2CADXSIXDI3LQ6QRGTEW}

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	2026-07-05T04:04:52.086594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9e0ba534200ef245c68dae1e844d325883d853549be286e505f1ac680708849

Aliases

arxiv: 2203.06555 · arxiv_version: 2203.06555v1 · doi: 10.48550/arxiv.2203.06555 · pith_short_12: 3HQLUU2CADXS · pith_short_16: 3HQLUU2CADXSIXDI · pith_short_8: 3HQLUU2C

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/3HQLUU2CADXSIXDI3LQ6QRGTEW \
  | 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: d9e0ba534200ef245c68dae1e844d325883d853549be286e505f1ac680708849

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d7f19e4d1ba6862359b2b0d1a94c01c60c2a7c0c9f616abebae0270604840299",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-03-13T03:03:49Z",
    "title_canon_sha256": "502d1e086c3f08f978ac65eb7e103059e6616719aed24185528fd69d178613ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.06555",
    "kind": "arxiv",
    "version": 1
  }
}