Pith Number

pith:LW5P3LZR

pith:2020:LW5P3LZRSSUFYQOJH2R3DG4HPI

not attested not anchored not stored refs pending

Layer-wise Characterization of Latent Information Leakage in Federated Learning

Anastasia Borovykh, Fan Mo, Hamed Haddadi, Mohammad Malekzadeh, Soteris Demetriou

arxiv:2010.08762 v4 · 2020-10-17 · 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{LW5P3LZRSSUFYQOJH2R3DG4HPI}

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	2026-07-05T02:44:16.226207Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dbafdaf3194a85c41c93ea3b19b877a129b32084b3f03aa5332ba69a233d81b

Aliases

arxiv: 2010.08762 · arxiv_version: 2010.08762v4 · doi: 10.48550/arxiv.2010.08762 · pith_short_12: LW5P3LZRSSUF · pith_short_16: LW5P3LZRSSUFYQOJ · pith_short_8: LW5P3LZR

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/LW5P3LZRSSUFYQOJH2R3DG4HPI \
  | 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: 5dbafdaf3194a85c41c93ea3b19b877a129b32084b3f03aa5332ba69a233d81b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73bfdb4a28d41561501dc151761b774ab0f3cd892d770d280a9391187ae6f444",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-10-17T10:49:14Z",
    "title_canon_sha256": "56ea38d84cc385116103ea654771f531d587eb7896d0239bb69c686b78f68926"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.08762",
    "kind": "arxiv",
    "version": 4
  }
}