Pith Number

pith:PYTE46OL

pith:2017:PYTE46OLFG2QPPOQRLIWYISKLN

not attested not anchored not stored refs pending

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients

Andrew Slavin Ross, Finale Doshi-Velez

arxiv:1711.09404 v1 · 2017-11-26 · cs.LG · cs.CR · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PYTE46OLFG2QPPOQRLIWYISKLN}

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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

Graph Interpolating Activation Improves Both Natural and Robust Accuracies in Data-Efficient Deep Learning

Receipt and verification

First computed	2026-05-18T00:29:35.677143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e264e79cb29b507bdd08ad16c224a5b5cb408797b133489aea868f017f42906

Aliases

arxiv: 1711.09404 · arxiv_version: 1711.09404v1 · doi: 10.48550/arxiv.1711.09404 · pith_short_12: PYTE46OLFG2Q · pith_short_16: PYTE46OLFG2QPPOQ · pith_short_8: PYTE46OL

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/PYTE46OLFG2QPPOQRLIWYISKLN \
  | 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: 7e264e79cb29b507bdd08ad16c224a5b5cb408797b133489aea868f017f42906

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac73956741cfc41cf65fd7898c934a8e69534a2f78c35119205af705204da26c",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-26T15:20:46Z",
    "title_canon_sha256": "b8d8198924e1f75831881261031b8f8897989163bbe93a5c9b95a40d72f0f2b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.09404",
    "kind": "arxiv",
    "version": 1
  }
}