Pith. sign in
Pith Number

pith:6CQH4QBL

pith:2020:6CQH4QBLJM7BRJUCUZEQOS3HKC
not attested not anchored not stored refs pending

Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks

Chen Zhu, Furong Huang, Huimin Zeng, Tom Goldstein

arxiv:2010.12989 v1 · 2020-10-24 · cs.LG · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6CQH4QBLJM7BRJUCUZEQOS3HKC}

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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 2026-07-05T01:45:50.562551Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f0a07e402b4b3e18a682a649074b6750b3a545e93dd4c11a7bdf87f7eca6f543

Aliases

arxiv: 2010.12989 · arxiv_version: 2010.12989v1 · doi: 10.48550/arxiv.2010.12989 · pith_short_12: 6CQH4QBLJM7B · pith_short_16: 6CQH4QBLJM7BRJUC · pith_short_8: 6CQH4QBL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6CQH4QBLJM7BRJUCUZEQOS3HKC \
  | 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: f0a07e402b4b3e18a682a649074b6750b3a545e93dd4c11a7bdf87f7eca6f543
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d11b71f0941cfc1f9764da3c1054ad7509d4b616990a6430590f48d220b99721",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-24T21:20:35Z",
    "title_canon_sha256": "010c7cb6f873acc859761686fa81620b12a58ebb7022ae8182fc0bec2adfa12e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.12989",
    "kind": "arxiv",
    "version": 1
  }
}