Pith Number

pith:DPRT4JVL

pith:2019:DPRT4JVL2YDIEDULHWULD273EU

not attested not anchored not stored refs pending

Can Intelligent Hyperparameter Selection Improve Resistance to Adversarial Examples?

Brent Lagesse, Cody Burkard

arxiv:1902.05586 v1 · 2019-02-14 · cs.LG · cs.CR · cs.CV · 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{DPRT4JVL2YDIEDULHWULD273EU}

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	2026-05-17T23:53:56.849990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1be33e26abd606820e8b3da8b1ebfb252e8ed85263641d087da710dc2250564f

Aliases

arxiv: 1902.05586 · arxiv_version: 1902.05586v1 · doi: 10.48550/arxiv.1902.05586 · pith_short_12: DPRT4JVL2YDI · pith_short_16: DPRT4JVL2YDIEDUL · pith_short_8: DPRT4JVL

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/DPRT4JVL2YDIEDULHWULD273EU \
  | 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: 1be33e26abd606820e8b3da8b1ebfb252e8ed85263641d087da710dc2250564f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0849902c44f7f5d153f9d8deebaca7d7cbac7ae053c2999575d7f2f0f35569bd",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-14T20:11:12Z",
    "title_canon_sha256": "f65ed76204e38f935ef3688d99fea25398956df40136e6a3fed7691b03393e97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.05586",
    "kind": "arxiv",
    "version": 1
  }
}