Pith Number

pith:APNTP5OY

pith:2021:APNTP5OYBS2N34QC2VUMIPD3R5

not attested not anchored not stored refs pending

Automatic Fairness Testing of Neural Classifiers through Adversarial Sampling

Guoliang Dong, Jingyi Wang, Jin Song Dong, Jun Sun, Peixin Zhang, Ting Dai, Xingen Wang, Xinyu Wang

arxiv:2107.08176 v2 · 2021-07-17 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{APNTP5OYBS2N34QC2VUMIPD3R5}

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	2026-07-05T03:01:37.228888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03db37f5d80cb4ddf202d568c43c7b8f69a93c9ef64bf911f15c69d9f8de9b19

Aliases

arxiv: 2107.08176 · arxiv_version: 2107.08176v2 · doi: 10.48550/arxiv.2107.08176 · pith_short_12: APNTP5OYBS2N · pith_short_16: APNTP5OYBS2N34QC · pith_short_8: APNTP5OY

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/APNTP5OYBS2N34QC2VUMIPD3R5 \
  | 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: 03db37f5d80cb4ddf202d568c43c7b8f69a93c9ef64bf911f15c69d9f8de9b19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5127840189b25e3e447328e269e67db062eccf120c2ec865424bd2da3b2d5a0a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-17T03:47:08Z",
    "title_canon_sha256": "33f3081d1d96008981bb4098178ee1698a461b87ecb1b7162fd74a6cea9c9f77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.08176",
    "kind": "arxiv",
    "version": 2
  }
}