Pith Number

pith:5I375S4E

pith:2022:5I375S4EMO2IHFUHSL73HET4VQ

not attested not anchored not stored refs pending

On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach

Alessandro Balestrucci, Chan Yeob Yeun, Claudio A. Ardagna, Ernesto Damiani, Marco Anisetti, Nicola Bena

arxiv:2209.14013 v3 · 2022-09-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5I375S4EMO2IHFUHSL73HET4VQ}

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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	2026-07-05T10:46:51.913157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ea37fecb8463b483968792ffb3927cac2ffe027198f4ac0c827d5bc02b4073b5

Aliases

arxiv: 2209.14013 · arxiv_version: 2209.14013v3 · doi: 10.48550/arxiv.2209.14013 · pith_short_12: 5I375S4EMO2I · pith_short_16: 5I375S4EMO2IHFUH · pith_short_8: 5I375S4E

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/5I375S4EMO2IHFUHSL73HET4VQ \
  | 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: ea37fecb8463b483968792ffb3927cac2ffe027198f4ac0c827d5bc02b4073b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb614a3e80112ac3b62c674942285f944b9a4a608ea8da0349da961c280f2e19",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-28T11:41:38Z",
    "title_canon_sha256": "312d0d85efa8971844fbd17ff75165c5af9a8058d2797a5c37710d53478a300f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.14013",
    "kind": "arxiv",
    "version": 3
  }
}