Pith Number

pith:ZYFVOVE6

pith:2022:ZYFVOVE64LW55W5TKW3YAJBNYU

not attested not anchored not stored refs pending

Adversarial Attack and Defense for Non-Parametric Two-Sample Tests

Feng Liu, Jingfeng Zhang, Masashi Sugiyama, Mohan Kankanhalli, Xilie Xu

arxiv:2202.03077 v2 · 2022-02-07 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZYFVOVE64LW55W5TKW3YAJBNYU}

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	2026-07-05T04:32:27.600725Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce0b57549ee2eddedbb355b780242dc531a2fbdeac5c300681167abcba1447c5

Aliases

arxiv: 2202.03077 · arxiv_version: 2202.03077v2 · doi: 10.48550/arxiv.2202.03077 · pith_short_12: ZYFVOVE64LW5 · pith_short_16: ZYFVOVE64LW55W5T · pith_short_8: ZYFVOVE6

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/ZYFVOVE64LW55W5TKW3YAJBNYU \
  | 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: ce0b57549ee2eddedbb355b780242dc531a2fbdeac5c300681167abcba1447c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd2da866d3b9252a4f051fcc8fb5094a624b5129d75ffc29d74b8c9b5130f577",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-07T11:18:04Z",
    "title_canon_sha256": "6e9b965bd51989e1c8f3a81a38ed643aa869a75dff55f6bef4c1de941eccd676"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.03077",
    "kind": "arxiv",
    "version": 2
  }
}