Pith Number

pith:V4DJZWFZ

pith:2023:V4DJZWFZUO7MYEGH2YJ5LIV3MZ

not attested not anchored not stored refs pending

OASIS: Offsetting Active Reconstruction Attacks in Federated Learning

My T. Thai, Raed Alharbi, Tre' R. Jeter, Truc Nguyen

arxiv:2311.13739 v2 · 2023-11-23 · 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{V4DJZWFZUO7MYEGH2YJ5LIV3MZ}

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	2026-07-05T08:26:43.125297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af069cd8b9a3becc10c7d613d5a2bb665eef863ad05459325784ae53dc7ca206

Aliases

arxiv: 2311.13739 · arxiv_version: 2311.13739v2 · doi: 10.48550/arxiv.2311.13739 · pith_short_12: V4DJZWFZUO7M · pith_short_16: V4DJZWFZUO7MYEGH · pith_short_8: V4DJZWFZ

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/V4DJZWFZUO7MYEGH2YJ5LIV3MZ \
  | 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: af069cd8b9a3becc10c7d613d5a2bb665eef863ad05459325784ae53dc7ca206

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e79ff05d9789536fd54137f86fc1a9de232f2fcedfa41693a6e4dc9604c37c0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-11-23T00:05:17Z",
    "title_canon_sha256": "27a4455235fa3d504593b03ae2f4b175ba29027c52d4967882abaf880ae43316"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13739",
    "kind": "arxiv",
    "version": 2
  }
}