Pith Number

pith:25H7ZLKH

pith:2018:25H7ZLKHOZJTXOCK6CB2WHEVJP

not attested not anchored not stored refs pending

A note on hyperparameters in black-box adversarial examples

Jamie Hayes

arxiv:1811.06539 v1 · 2018-11-15 · cs.CR · 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{25H7ZLKHOZJTXOCK6CB2WHEVJP}

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	2026-05-18T00:00:34.533974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d74ffcad4776533bb84af083ab1c954be79a1d2b1cd3fae4776c75e0e27eab6c

Aliases

arxiv: 1811.06539 · arxiv_version: 1811.06539v1 · doi: 10.48550/arxiv.1811.06539 · pith_short_12: 25H7ZLKHOZJT · pith_short_16: 25H7ZLKHOZJTXOCK · pith_short_8: 25H7ZLKH

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/25H7ZLKHOZJTXOCK6CB2WHEVJP \
  | 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: d74ffcad4776533bb84af083ab1c954be79a1d2b1cd3fae4776c75e0e27eab6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "15c6e0f902845530315cb02f8633424704edeee6ec457ee33c8a49dd14484084",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2018-11-15T23:45:20Z",
    "title_canon_sha256": "5a86776844fb8be556949a36afb196a4ad2213e75927562e3325f6eeefc0655f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.06539",
    "kind": "arxiv",
    "version": 1
  }
}