Pith Number

pith:EFXBMCGA

pith:2018:EFXBMCGAKEB5KQEGP4W7MDQHUV

not attested not anchored not stored refs pending

Law and Adversarial Machine Learning

David R. O'Brien, Kendra Albert, Ram Shankar Siva Kumar, Salome Vilojen

arxiv:1810.10731 v3 · 2018-10-25 · cs.LG · cs.CR · cs.CY · 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{EFXBMCGAKEB5KQEGP4W7MDQHUV}

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	2026-05-17T23:59:01.357930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

216e1608c05103d540867f2df60e07a561641eb4cf5d74df07d07f55269ab78d

Aliases

arxiv: 1810.10731 · arxiv_version: 1810.10731v3 · doi: 10.48550/arxiv.1810.10731 · pith_short_12: EFXBMCGAKEB5 · pith_short_16: EFXBMCGAKEB5KQEG · pith_short_8: EFXBMCGA

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/EFXBMCGAKEB5KQEGP4W7MDQHUV \
  | 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: 216e1608c05103d540867f2df60e07a561641eb4cf5d74df07d07f55269ab78d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dce3aecffeed9ad58706b8758d83711ec04ed9fb16f5288f0423dcc5eed8d92a",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-25T06:17:34Z",
    "title_canon_sha256": "334157f4381000ca6bf1c56bc3771b433c4add9283cb6807f4a3eec0fb36ef16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.10731",
    "kind": "arxiv",
    "version": 3
  }
}