Pith Number

pith:5XZDUX7Z

pith:2018:5XZDUX7ZURBM5K6KX26WOYHJAT

not attested not anchored not stored refs pending

Gradient Masking Causes CLEVER to Overestimate Adversarial Perturbation Size

Ian Goodfellow

arxiv:1804.07870 v1 · 2018-04-21 · 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{5XZDUX7ZURBM5K6KX26WOYHJAT}

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.

Cited by

1 paper in Pith

Theoretical Analysis of Relative Errors in Gradient Computations for Adversarial Attacks with CE Loss

Receipt and verification

First computed	2026-05-18T00:17:52.525797Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edf23a5ff9a442ceabcabebd6760e904e1c131fef10296a0cb30f9bff30af54f

Aliases

arxiv: 1804.07870 · arxiv_version: 1804.07870v1 · doi: 10.48550/arxiv.1804.07870 · pith_short_12: 5XZDUX7ZURBM · pith_short_16: 5XZDUX7ZURBM5K6K · pith_short_8: 5XZDUX7Z

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/5XZDUX7ZURBM5K6KX26WOYHJAT \
  | 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: edf23a5ff9a442ceabcabebd6760e904e1c131fef10296a0cb30f9bff30af54f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d6adaa0cd52a674fda34add0de3143b6817f4449ca0c819e8659fea50a0941c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-21T00:38:33Z",
    "title_canon_sha256": "3ec4dbe67d00b38f0ce3660f0a0c60ec4b07e01badb9b8c13acfdc09c7d694cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.07870",
    "kind": "arxiv",
    "version": 1
  }
}