Pith Number

pith:F6V5FVGV

pith:2019:F6V5FVGV5FI4EVPCJOYYQ3K73V

not attested not anchored not stored refs pending

Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data

Jason H. Li, Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi

arxiv:1901.09113 v1 · 2019-01-25 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F6V5FVGV5FI4EVPCJOYYQ3K73V}

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	2026-05-17T23:55:30.508433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fabd2d4d5e951c255e24bb1886d5fdd6ac5ec0e0ce41d7943985274caa7aae9

Aliases

arxiv: 1901.09113 · arxiv_version: 1901.09113v1 · doi: 10.48550/arxiv.1901.09113 · pith_short_12: F6V5FVGV5FI4 · pith_short_16: F6V5FVGV5FI4EVPC · pith_short_8: F6V5FVGV

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/F6V5FVGV5FI4EVPCJOYYQ3K73V \
  | 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: 2fabd2d4d5e951c255e24bb1886d5fdd6ac5ec0e0ce41d7943985274caa7aae9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0651c4eb11b48ec6eebb92fa78d3ff41451c6e7e0ae26b0a0b2437b78091ce57",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-25T22:56:10Z",
    "title_canon_sha256": "0047867a2b38be18f264042d80b9cb958f6f50d0698009091be72a6d159c0e80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.09113",
    "kind": "arxiv",
    "version": 1
  }
}