Pith Number

pith:NMWQFYJK

pith:2022:NMWQFYJKBGJQTZPIMO7Q5S7INX

not attested not anchored not stored refs pending

Adversarial Analysis of the Differentially-Private Federated Learning in Cyber-Physical Critical Infrastructures

Haoting Shen, Hung La, Ibrahim Khalil, Md Tamjid Hossain, Shafkat Islam, Shahriar Badsha, Xun Yi

arxiv:2204.02654 v2 · 2022-04-06 · cs.CR · cs.DC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NMWQFYJKBGJQTZPIMO7Q5S7INX}

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	2026-07-05T09:25:26.216972Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b2d02e12a099309e5e863bf0ecbe86dd61a6f795f205049847f94cbb4c5b0ba

Aliases

arxiv: 2204.02654 · arxiv_version: 2204.02654v2 · doi: 10.48550/arxiv.2204.02654 · pith_short_12: NMWQFYJKBGJQ · pith_short_16: NMWQFYJKBGJQTZPI · pith_short_8: NMWQFYJK

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/NMWQFYJKBGJQTZPIMO7Q5S7INX \
  | 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: 6b2d02e12a099309e5e863bf0ecbe86dd61a6f795f205049847f94cbb4c5b0ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81ca3bce5286f5be0972f28e15bd1c760b708fbc17a56d5e7730a8cc7e44929e",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-04-06T08:13:20Z",
    "title_canon_sha256": "5e7057ecb89824e5609db4bb90b266e8da03df51bea914f90a9e18891b4ee2cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.02654",
    "kind": "arxiv",
    "version": 2
  }
}