Pith Number

pith:LVUHUTYT

pith:2019:LVUHUTYTEX6A72JIQRQAVKLDPC

not attested not anchored not stored refs pending

Yet another but more efficient black-box adversarial attack: tiling and evolution strategies

Jamal Atif, Laurent Meunier, Olivier Teytaud

arxiv:1910.02244 v2 · 2019-10-05 · cs.LG · cs.AI · cs.CV · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LVUHUTYTEX6A72JIQRQAVKLDPC}

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

Consensus-based optimization for closed-box adversarial attacks and a connection to evolution strategies

Receipt and verification

First computed	2026-07-05T00:23:07.859585Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d687a4f1325fc0fe92884600aa96378be4f8c2a89cb32e214d5d5f157e92b68

Aliases

arxiv: 1910.02244 · arxiv_version: 1910.02244v2 · doi: 10.48550/arxiv.1910.02244 · pith_short_12: LVUHUTYTEX6A · pith_short_16: LVUHUTYTEX6A72JI · pith_short_8: LVUHUTYT

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/LVUHUTYTEX6A72JIQRQAVKLDPC \
  | 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: 5d687a4f1325fc0fe92884600aa96378be4f8c2a89cb32e214d5d5f157e92b68

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e7ed109447369dd31f02c0f82e9de5642a14a5b99c5d6762c6c44acc2e448e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-05T10:36:47Z",
    "title_canon_sha256": "be8d440ca7d05d3a58801f3222c239a417efc9dad68d7c8a3d1f4626fbe59a1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.02244",
    "kind": "arxiv",
    "version": 2
  }
}