Pith Number

pith:U35WSKCW

pith:2018:U35WSKCW3HUB2MWCYN6JZZXQ5D

not attested not anchored not stored refs pending

How the Softmax Output is Misleading for Evaluating the Strength of Adversarial Examples

Arnout Van Messem, Utku Ozbulak, Wesley De Neve

arxiv:1811.08577 v1 · 2018-11-21 · 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{U35WSKCW3HUB2MWCYN6JZZXQ5D}

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	2026-05-18T00:00:12.173138Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6fb692856d9e81d32c2c37c9ce6f0e8c54462877df5ab3cbd7155be42b59e81

Aliases

arxiv: 1811.08577 · arxiv_version: 1811.08577v1 · doi: 10.48550/arxiv.1811.08577 · pith_short_12: U35WSKCW3HUB · pith_short_16: U35WSKCW3HUB2MWC · pith_short_8: U35WSKCW

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/U35WSKCW3HUB2MWCYN6JZZXQ5D \
  | 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: a6fb692856d9e81d32c2c37c9ce6f0e8c54462877df5ab3cbd7155be42b59e81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f12b01989d331387c8d57883d913f0deb081ef1a473e282f188fe0cc94f9f796",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-21T02:52:52Z",
    "title_canon_sha256": "ec4b2e03c9bcd499d8cfda12f36c156ab5f0b5610ddcfb153ffe1240071965ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.08577",
    "kind": "arxiv",
    "version": 1
  }
}