Pith Number

pith:UIGF556S

pith:2018:UIGF556SFOMQQ2Y6DRVMYE4OQG

not attested not anchored not stored refs pending

Playing the Game of Universal Adversarial Perturbations

Bilal Piot, Julien Perolat, Mateusz Malinowski, Olivier Pietquin

arxiv:1809.07802 v2 · 2018-09-20 · cs.LG · 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{UIGF556SFOMQQ2Y6DRVMYE4OQG}

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.

Cited by

1 paper in Pith

Position: Certified Robustness Does Not (Yet) Imply Model Security

Receipt and verification

First computed	2026-05-18T00:04:44.337808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a20c5ef7d22b99086b1e1c6acc138e81b392e4e292bb2dc72af2d5c3bb08206a

Aliases

arxiv: 1809.07802 · arxiv_version: 1809.07802v2 · doi: 10.48550/arxiv.1809.07802 · pith_short_12: UIGF556SFOMQ · pith_short_16: UIGF556SFOMQQ2Y6 · pith_short_8: UIGF556S

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/UIGF556SFOMQQ2Y6DRVMYE4OQG \
  | 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: a20c5ef7d22b99086b1e1c6acc138e81b392e4e292bb2dc72af2d5c3bb08206a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9bd111f191d58ed28c6962058283e1905a590d213d6a98a107b88d7d1846000",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-20T18:48:36Z",
    "title_canon_sha256": "496efbbfa2b6fca1e0f786266af29829a46065efa3c4992d8fe1b1cc104076dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.07802",
    "kind": "arxiv",
    "version": 2
  }
}