Pith Number

pith:EWXB7JJO

pith:2015:EWXB7JJOQ4FLNGF6CLPCJ6SZ46

not attested not anchored not stored refs pending

A Unified Gradient Regularization Family for Adversarial Examples

Chunchuan Lyu, Hai-Ning Liang, Kaizhu Huang

arxiv:1511.06385 v1 · 2015-11-19 · cs.LG · 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{EWXB7JJOQ4FLNGF6CLPCJ6SZ46}

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	2026-05-18T01:19:43.997932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25ae1fa52e870ab698be12de24fa59e7adf7688557504d2196dc87c625310eb4

Aliases

arxiv: 1511.06385 · arxiv_version: 1511.06385v1 · doi: 10.48550/arxiv.1511.06385 · pith_short_12: EWXB7JJOQ4FL · pith_short_16: EWXB7JJOQ4FLNGF6 · pith_short_8: EWXB7JJO

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/EWXB7JJOQ4FLNGF6CLPCJ6SZ46 \
  | 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: 25ae1fa52e870ab698be12de24fa59e7adf7688557504d2196dc87c625310eb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79c847972c73f3b6aef167d678e5bc490b7167ff367ac802e09fd94efae2022c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-19T21:14:43Z",
    "title_canon_sha256": "d9b4ab9dbc082aeac1c3df48e33bc494e2797c95af01fffd729e06032c766352"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06385",
    "kind": "arxiv",
    "version": 1
  }
}