Pith Number

pith:WTD7POKO

pith:2017:WTD7POKOORTG5SM5NOF7JYRMSU

not attested not anchored not stored refs pending

Cascade Adversarial Machine Learning Regularized with a Unified Embedding

Jong Hwan Ko, Saibal Mukhopadhyay, Taesik Na

arxiv:1708.02582 v3 · 2017-08-08 · stat.ML · 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{WTD7POKOORTG5SM5NOF7JYRMSU}

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	2026-05-18T00:20:46.848779Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4c7f7b94e74666ec99d6b8bf4e22c951f15b4ae7a8a17b8413478ca71635511

Aliases

arxiv: 1708.02582 · arxiv_version: 1708.02582v3 · doi: 10.48550/arxiv.1708.02582 · pith_short_12: WTD7POKOORTG · pith_short_16: WTD7POKOORTG5SM5 · pith_short_8: WTD7POKO

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/WTD7POKOORTG5SM5NOF7JYRMSU \
  | 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: b4c7f7b94e74666ec99d6b8bf4e22c951f15b4ae7a8a17b8413478ca71635511

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f4e12e2faa95bcd8f1cbabb6db1c94781315c20689fa71ffc6d1a7ea9b3367b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-08-08T17:58:40Z",
    "title_canon_sha256": "60a681446e4747fffda70ced9c4879783ff33c464ee21f7f36272be8caae6555"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.02582",
    "kind": "arxiv",
    "version": 3
  }
}