Pith Number

pith:T54EW26B

pith:2025:T54EW26BBLQ5BMYNJQUEASVLP4

not attested not anchored not stored refs pending

On the Detectability of Active Gradient Inversion Attacks in Federated Learning

Carlo Mazzocca, Giuseppe Parrella, Mario Vento, Pasquale Foggia, Vincenzo Carletti

arxiv:2511.10502 v1 · 2025-11-13 · 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{T54EW26BBLQ5BMYNJQUEASVLP4}

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	2026-05-26T02:03:59.613917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f784b6bc10ae1d0b30d4c28404aab7f2bf28d7235789f74839843704813ece7

Aliases

arxiv: 2511.10502 · arxiv_version: 2511.10502v1 · doi: 10.48550/arxiv.2511.10502 · pith_short_12: T54EW26BBLQ5 · pith_short_16: T54EW26BBLQ5BMYN · pith_short_8: T54EW26B

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/T54EW26BBLQ5BMYNJQUEASVLP4 \
  | 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: 9f784b6bc10ae1d0b30d4c28404aab7f2bf28d7235789f74839843704813ece7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac08cf26e28ab515324e2b0b3e8151fdb3f682c078f586de18effc842d5fce89",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-11-13T17:06:57Z",
    "title_canon_sha256": "139b16454067820a6c08ac01521578ed1d27bc3bd023a66e2881c2b060a8b3e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.10502",
    "kind": "arxiv",
    "version": 1
  }
}