Pith Number

pith:KYIMFSJU

pith:2018:KYIMFSJUKGHW3RFE6TWNNUD4FH

not attested not anchored not stored refs pending

PROVEN: Certifying Robustness of Neural Networks with a Probabilistic Approach

Ivan Oseledets, Lam M. Nguyen, Luca Daniel, Mark S. Squillante, Pin-Yu Chen, Tsui-Wei Weng

arxiv:1812.08329 v2 · 2018-12-18 · 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{KYIMFSJUKGHW3RFE6TWNNUD4FH}

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	2026-05-17T23:56:52.492813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5610c2c934518f6dc4a4f4ecd6d07c29c331c0f6cfbe555bd0014c81baee9345

Aliases

arxiv: 1812.08329 · arxiv_version: 1812.08329v2 · doi: 10.48550/arxiv.1812.08329 · pith_short_12: KYIMFSJUKGHW · pith_short_16: KYIMFSJUKGHW3RFE · pith_short_8: KYIMFSJU

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/KYIMFSJUKGHW3RFE6TWNNUD4FH \
  | 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: 5610c2c934518f6dc4a4f4ecd6d07c29c331c0f6cfbe555bd0014c81baee9345

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97ab019179ab51a7b93874ffdabed83b06f85659937c9ce454149f1c564aee6d",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-18T18:59:38Z",
    "title_canon_sha256": "78d933d8f99dde17674ad4fe760d5e26a0f81df96ee06aec872059d5f29da520"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.08329",
    "kind": "arxiv",
    "version": 2
  }
}