Pith Number

pith:TKGPPXRL

pith:2022:TKGPPXRLS5D5M7LDINC5IQEAAS

not attested not anchored not stored refs pending

Feature Reconstruction Attacks and Countermeasures of DNN training in Vertical Federated Learning

Baochun Li, Bo Li, Peng Ye, Wei Wang, Zhifeng Jiang

arxiv:2210.06771 v1 · 2022-10-13 · 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{TKGPPXRLS5D5M7LDINC5IQEAAS}

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	2026-07-05T05:06:20.222488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a8cf7de2b9747d67d634345d44080049b8b750b08b2ec888cd5cf224793820f

Aliases

arxiv: 2210.06771 · arxiv_version: 2210.06771v1 · doi: 10.48550/arxiv.2210.06771 · pith_short_12: TKGPPXRLS5D5 · pith_short_16: TKGPPXRLS5D5M7LD · pith_short_8: TKGPPXRL

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/TKGPPXRLS5D5M7LDINC5IQEAAS \
  | 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: 9a8cf7de2b9747d67d634345d44080049b8b750b08b2ec888cd5cf224793820f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b45b4a8af2d2cb7706a10a313ae961993124f920c077c5b5152bc7c0870585e6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-13T06:23:47Z",
    "title_canon_sha256": "c5096e9c12c1774cd806e6c07829bfbc89e29b568136ace23bedda700618599a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.06771",
    "kind": "arxiv",
    "version": 1
  }
}