Pith Number

pith:MMEOVNUO

pith:2018:MMEOVNUOFIFFEFAZ4BEEEAT357

not attested not anchored not stored refs pending

Adversarial Defense of Image Classification Using a Variational Auto-Encoder

Henry Pfister, Yi Luo

arxiv:1812.02891 v1 · 2018-12-07 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MMEOVNUOFIFFEFAZ4BEEEAT357}

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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.

Cited by

1 paper in Pith

Variational Autoencoder-Based Black-Box Adversarial Attack on Collaborative DNN Inference

Receipt and verification

First computed	2026-05-17T23:58:51.515087Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6308eab68e2a0a521419e04842027befc762850a33adce7d6692ddbab921901e

Aliases

arxiv: 1812.02891 · arxiv_version: 1812.02891v1 · doi: 10.48550/arxiv.1812.02891 · pith_short_12: MMEOVNUOFIFF · pith_short_16: MMEOVNUOFIFFEFAZ · pith_short_8: MMEOVNUO

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/MMEOVNUOFIFFEFAZ4BEEEAT357 \
  | 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: 6308eab68e2a0a521419e04842027befc762850a33adce7d6692ddbab921901e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3f862ce7a98a72f8f89eee738917830162c6c6c4d9e1984ced313f3a0717954",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-12-07T03:33:14Z",
    "title_canon_sha256": "eb89da2ec9d3c0b19dd287d8c9acbafb2d7affeb5f57f99bd17244501251e53f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02891",
    "kind": "arxiv",
    "version": 1
  }
}