Pith Number

pith:JKL7Y3RZ

pith:2017:JKL7Y3RZM3NXZUD5MMBJCVPPHR

not attested not anchored not stored refs pending

Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation

Maksym Andriushchenko, Matthias Hein

arxiv:1705.08475 v2 · 2017-05-23 · cs.LG · cs.AI · 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{JKL7Y3RZM3NXZUD5MMBJCVPPHR}

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	2026-05-18T00:31:19.418607Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a97fc6e3966db7cd07d63029155ef3c4e0a155732ce81a027d017f4c7d216a7

Aliases

arxiv: 1705.08475 · arxiv_version: 1705.08475v2 · doi: 10.48550/arxiv.1705.08475 · pith_short_12: JKL7Y3RZM3NX · pith_short_16: JKL7Y3RZM3NXZUD5 · pith_short_8: JKL7Y3RZ

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/JKL7Y3RZM3NXZUD5MMBJCVPPHR \
  | 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: 4a97fc6e3966db7cd07d63029155ef3c4e0a155732ce81a027d017f4c7d216a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ecd65fd079faf1170695be0f8f8eaaf66f70745264be9c4c578fb107c5d2b812",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-23T18:48:20Z",
    "title_canon_sha256": "0b72a177b51c3f792914609344540038cd456e2248b5f8db72203b8c739a600a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.08475",
    "kind": "arxiv",
    "version": 2
  }
}