Pith Number

pith:IA37WQ5R

pith:2019:IA37WQ5RP45BSSLYZQWIVOWGIM

not attested not anchored not stored refs pending

Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection

Bei Yu, Benjamin Tan, Evangeline F. Y. Young, Haoyu Yang, Kang Liu, Ramesh Karri, Siddharth Garg, Yuzhe Ma

arxiv:1906.10773 v1 · 2019-06-25 · cs.LG · cs.CR · 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{IA37WQ5RP45BSSLYZQWIVOWGIM}

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	2026-07-05T01:32:56.248481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4037fb43b17f3a194978cc2c8abac6430ab10f45215c7e0439f7fd59413d13cd

Aliases

arxiv: 1906.10773 · arxiv_version: 1906.10773v1 · doi: 10.48550/arxiv.1906.10773 · pith_short_12: IA37WQ5RP45B · pith_short_16: IA37WQ5RP45BSSLY · pith_short_8: IA37WQ5R

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/IA37WQ5RP45BSSLYZQWIVOWGIM \
  | 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: 4037fb43b17f3a194978cc2c8abac6430ab10f45215c7e0439f7fd59413d13cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "437caff31ac6fab4e2ab1223de03ef28bae348024e1ef1b1181ca67ea58e0027",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-25T22:37:39Z",
    "title_canon_sha256": "101169b30986f34c2786f025fd6b14a144a77cda772b4ab0424752399c45bf41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.10773",
    "kind": "arxiv",
    "version": 1
  }
}