Pith Number

pith:E4DVMGJK

pith:2019:E4DVMGJK2FDTKPIWK2DURMFW3B

not attested not anchored not stored refs pending

The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost

Congduan Li, Guozhen Tan, Jie Xu, Linqi Song, Mengwei Yang

arxiv:1907.07157 v2 · 2019-07-16 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E4DVMGJK2FDTKPIWK2DURMFW3B}

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	2026-07-05T00:11:35.373999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

270756192ad147353d16568748b0b6d8415a3b18ab77a6917dffb03bf328e621

Aliases

arxiv: 1907.07157 · arxiv_version: 1907.07157v2 · doi: 10.48550/arxiv.1907.07157 · pith_short_12: E4DVMGJK2FDT · pith_short_16: E4DVMGJK2FDTKPIW · pith_short_8: E4DVMGJK

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/E4DVMGJK2FDTKPIWK2DURMFW3B \
  | 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: 270756192ad147353d16568748b0b6d8415a3b18ab77a6917dffb03bf328e621

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9c3137c049e5aa43f02e7cc6d5f04d7a83330404a7c5418f5a4bc0ba1f0dfeb",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-16T17:30:42Z",
    "title_canon_sha256": "9ba78b5592be4d3f477bce062e15c267a3417e15519ded166f4a3a52f4e41aac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.07157",
    "kind": "arxiv",
    "version": 2
  }
}