Pith Number

pith:P6GSNCHD

pith:2019:P6GSNCHDDEHGABVRYIWS6EFHBH

not attested not anchored not stored refs pending

Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference

Pouya Samangouei, Rama Chellappa, Wei-An Lin, Yogesh Balaji

arxiv:1911.10291 v1 · 2019-11-23 · cs.LG · cs.CV · 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{P6GSNCHDDEHGABVRYIWS6EFHBH}

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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	2026-07-05T00:22:43.549676Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7f8d2688e3190e6006b1c22d2f10a709efe4f1a99b151fc9daa2adcff55b8938

Aliases

arxiv: 1911.10291 · arxiv_version: 1911.10291v1 · doi: 10.48550/arxiv.1911.10291 · pith_short_12: P6GSNCHDDEHG · pith_short_16: P6GSNCHDDEHGABVR · pith_short_8: P6GSNCHD

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/P6GSNCHDDEHGABVRYIWS6EFHBH \
  | 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: 7f8d2688e3190e6006b1c22d2f10a709efe4f1a99b151fc9daa2adcff55b8938

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "722313558bcb8d02d331fc74091ce8e5f8cdf298e562f513b5da5b62c81c9745",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-23T01:15:32Z",
    "title_canon_sha256": "faa470bed2422499c29341567062d3ee32c18712d9dcff95b4b6a0d8c32429ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.10291",
    "kind": "arxiv",
    "version": 1
  }
}