Pith Number

pith:VERUG3JJ

pith:2019:VERUG3JJ5VMQYMOMGHJHRRDQIU

not attested not anchored not stored refs pending

Understanding Adversarial Robustness: The Trade-off between Minimum and Average Margin

Kaiwen Wu, Yaoliang Yu

arxiv:1907.11780 v1 · 2019-07-26 · cs.LG · 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{VERUG3JJ5VMQYMOMGHJHRRDQIU}

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	2026-05-17T23:39:23.084812Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a923436d29ed590c31cc31d278c470452da830c40372d8963c52560809e33e52

Aliases

arxiv: 1907.11780 · arxiv_version: 1907.11780v1 · doi: 10.48550/arxiv.1907.11780 · pith_short_12: VERUG3JJ5VMQ · pith_short_16: VERUG3JJ5VMQYMOM · pith_short_8: VERUG3JJ

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/VERUG3JJ5VMQYMOMGHJHRRDQIU \
  | 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: a923436d29ed590c31cc31d278c470452da830c40372d8963c52560809e33e52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a3b5b0b5bee1b00e91e443785ca4f7273e66b61eadd30f8476e31b4acb27384",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-26T20:05:19Z",
    "title_canon_sha256": "8fcd5374b93740cda01cab9ded3db91f35f42261f6b3d4a0bfb6591b5838f3db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.11780",
    "kind": "arxiv",
    "version": 1
  }
}