pith. sign in
Pith Number

pith:FO7HXVER

pith:2018:FO7HXVERUDUEDVIX7D6Z3PS4MV
not attested not anchored not stored refs pending

Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data

Cho-Jui Hsieh, Jane-Ling Wang, Jianbo Chen, Michael I. Jordan, Puyudi Yang

arxiv:1805.12316 v1 · 2018-05-31 · cs.LG · cs.AI · cs.CL · cs.CR · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FO7HXVERUDUEDVIX7D6Z3PS4MV}

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 2026-05-18T00:14:30.606091Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2bbe7bd491a0e841d517f8fd9dbe5c65539f00da0fefa53bd594b4fb7ce154af

Aliases

arxiv: 1805.12316 · arxiv_version: 1805.12316v1 · doi: 10.48550/arxiv.1805.12316 · pith_short_12: FO7HXVERUDUE · pith_short_16: FO7HXVERUDUEDVIX · pith_short_8: FO7HXVER
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FO7HXVERUDUEDVIX7D6Z3PS4MV \
  | 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: 2bbe7bd491a0e841d517f8fd9dbe5c65539f00da0fefa53bd594b4fb7ce154af
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2fb9bffe5a99a06095a187b8118997c107f0d5e130ba7891e92c9bf125106648",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-31T04:40:32Z",
    "title_canon_sha256": "60daaed6d4027f292d27881c64dfe0da80989ddd256f6d3f9c408691d85fd129"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.12316",
    "kind": "arxiv",
    "version": 1
  }
}