Pith Number

pith:PVPPOSIR

pith:2022:PVPPOSIRIYYYYR2PEJQYCWEH4W

not attested not anchored not stored refs pending

Bilateral Dependency Optimization: Defending Against Model-inversion Attacks

Bo Han, Feng Liu, Jingfen Zhang, Junjie Ye, Long Lan, Tongliang Liu, Xiong Peng

arxiv:2206.05483 v3 · 2022-06-11 · 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{PVPPOSIRIYYYYR2PEJQYCWEH4W}

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	2026-07-05T04:40:54.338083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d5ef7491146318c474f2261815887e59818f3f86b63f973c504ecfdd1483af0

Aliases

arxiv: 2206.05483 · arxiv_version: 2206.05483v3 · doi: 10.48550/arxiv.2206.05483 · pith_short_12: PVPPOSIRIYYY · pith_short_16: PVPPOSIRIYYYYR2P · pith_short_8: PVPPOSIR

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/PVPPOSIRIYYYYR2PEJQYCWEH4W \
  | 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: 7d5ef7491146318c474f2261815887e59818f3f86b63f973c504ecfdd1483af0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45421a3c7ba77fabb89d7457fac5be61cfdd6217049dbb41f94309f4b86732ed",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-11T10:07:03Z",
    "title_canon_sha256": "a40dca673f84dcfbb47df469e00191b197f677d48910b8627d670594074c0102"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05483",
    "kind": "arxiv",
    "version": 3
  }
}