Pith Number

pith:KSG4JWAT

pith:2019:KSG4JWATKRY3ODTXHBFAUY5IGP

not attested not anchored not stored refs pending

Scaleable input gradient regularization for adversarial robustness

Adam M Oberman, Chris Finlay

arxiv:1905.11468 v2 · 2019-05-27 · stat.ML · cs.CR · cs.CV · 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{KSG4JWATKRY3ODTXHBFAUY5IGP}

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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

A principled approach for generating adversarial images under non-smooth dissimilarity metrics

Receipt and verification

First computed	2026-07-05T00:09:50.945841Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

548dc4d8135471b70e77384a0a63a833d7c3c62b8094f6f18137a7914f5d83ac

Aliases

arxiv: 1905.11468 · arxiv_version: 1905.11468v2 · doi: 10.48550/arxiv.1905.11468 · pith_short_12: KSG4JWATKRY3 · pith_short_16: KSG4JWATKRY3ODTX · pith_short_8: KSG4JWAT

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/KSG4JWATKRY3ODTXHBFAUY5IGP \
  | 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: 548dc4d8135471b70e77384a0a63a833d7c3c62b8094f6f18137a7914f5d83ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e520b50ab6e97763b67c210fed21b5a117b7331834fafc870e10d35a62f38f9b",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-05-27T19:40:52Z",
    "title_canon_sha256": "5580a209751e39ed52e0aa81546604ee6fc7aeb7f59dd96bfffc829b51421d54"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.11468",
    "kind": "arxiv",
    "version": 2
  }
}