Pith Number

pith:BO5YPNNZ

pith:2022:BO5YPNNZ6PLGCOVNXJUA63BZBF

not attested not anchored not stored refs pending

The Dark Side: Security Concerns in Machine Learning for EDA

Chen-Chia Chang, Jingyu Pan, Yiran Chen, Zhiyao Xie

arxiv:2203.10597 v1 · 2022-03-20 · cs.CR · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BO5YPNNZ6PLGCOVNXJUA63BZBF}

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	2026-07-05T04:06:54.901989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bbb87b5b9f3d6613aadba680f6c390947dc031a91e20b89b0f7c16acd4b2490

Aliases

arxiv: 2203.10597 · arxiv_version: 2203.10597v1 · doi: 10.48550/arxiv.2203.10597 · pith_short_12: BO5YPNNZ6PLG · pith_short_16: BO5YPNNZ6PLGCOVN · pith_short_8: BO5YPNNZ

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/BO5YPNNZ6PLGCOVNXJUA63BZBF \
  | 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: 0bbb87b5b9f3d6613aadba680f6c390947dc031a91e20b89b0f7c16acd4b2490

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3764ccf1b48c09bb49be9dbedc30c1298b064dd0560f74848d53e0c266f878cd",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-03-20T16:44:25Z",
    "title_canon_sha256": "f0ecb20eab3da3ccea285a18cdcd2b2eadcf1988807a2cfb0165b0589e5fbe43"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.10597",
    "kind": "arxiv",
    "version": 1
  }
}