Pith Number

pith:CCHI32X3

pith:2018:CCHI32X3FNQG4FNFKFZ6PBSMWY

not attested not anchored not stored refs pending

Regularized Ensembles and Transferability in Adversarial Learning

Yevgeniy Vorobeychik, Yifan Chen

arxiv:1812.01821 v1 · 2018-12-05 · cs.LG · cs.CV · 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{CCHI32X3FNQG4FNFKFZ6PBSMWY}

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	2026-05-17T23:59:00.534518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

108e8deafb2b606e15a55173e7864cb63feb12fab9370ab516de170432b9809f

Aliases

arxiv: 1812.01821 · arxiv_version: 1812.01821v1 · doi: 10.48550/arxiv.1812.01821 · pith_short_12: CCHI32X3FNQG · pith_short_16: CCHI32X3FNQG4FNF · pith_short_8: CCHI32X3

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/CCHI32X3FNQG4FNFKFZ6PBSMWY \
  | 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: 108e8deafb2b606e15a55173e7864cb63feb12fab9370ab516de170432b9809f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7757d232b500c9845d7a596b076ba55381eec1db35050dd6ecc75a584f66e520",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-05T05:32:00Z",
    "title_canon_sha256": "17f4bee70a4c6bb0bd7ffe86e33244a69eac5491d7334b51c561c82b2b728825"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.01821",
    "kind": "arxiv",
    "version": 1
  }
}