Pith Number

pith:JF7H2STR

pith:2019:JF7H2STRRCOOY2TGDKBGCDHYQH

not attested not anchored not stored refs pending

GAMIN: An Adversarial Approach to Black-Box Model Inversion

S\'ebastien Gambs, Timon Ther, Ulrich A\"ivodji

arxiv:1909.11835 v1 · 2019-09-26 · cs.LG · 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{JF7H2STRRCOOY2TGDKBGCDHYQH}

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	2026-07-05T00:07:28.477629Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

497e7d4a71889cec6a661a82610cf881c47455896d5f267f3a9c61bf6553886f

Aliases

arxiv: 1909.11835 · arxiv_version: 1909.11835v1 · doi: 10.48550/arxiv.1909.11835 · pith_short_12: JF7H2STRRCOO · pith_short_16: JF7H2STRRCOOY2TG · pith_short_8: JF7H2STR

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/JF7H2STRRCOOY2TGDKBGCDHYQH \
  | 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: 497e7d4a71889cec6a661a82610cf881c47455896d5f267f3a9c61bf6553886f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "992b9bf8d986522b08644ce98852d010ef441d62bbff52be8ec533e3e473114f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-26T01:01:32Z",
    "title_canon_sha256": "723d27645c6da3fe657ff067fc54f2818c478b88b4900f12aca946ecf8abb29c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11835",
    "kind": "arxiv",
    "version": 1
  }
}