Pith Number

pith:27CY4PHS

pith:2023:27CY4PHSBCT3QWXKKZNRYQUQYP

not attested not anchored not stored refs pending

Generative Model-Based Attack on Learnable Image Encryption for Privacy-Preserving Deep Learning

AprilPyone MaungMaung, Hitoshi Kiya

arxiv:2303.05036 v1 · 2023-03-09 · cs.CV · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{27CY4PHSBCT3QWXKKZNRYQUQYP}

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.

Cited by

1 paper in Pith

Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T05:49:36.665944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7c58e3cf208a7b85aea565b1c4290c3e0aa63ffcfe08133a9d601f274b5b9ef

Aliases

arxiv: 2303.05036 · arxiv_version: 2303.05036v1 · doi: 10.48550/arxiv.2303.05036 · pith_short_12: 27CY4PHSBCT3 · pith_short_16: 27CY4PHSBCT3QWXK · pith_short_8: 27CY4PHS

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/27CY4PHSBCT3QWXKKZNRYQUQYP \
  | 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: d7c58e3cf208a7b85aea565b1c4290c3e0aa63ffcfe08133a9d601f274b5b9ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a33fd45efbd6af680f4d0febc67bd038af650273e8a18b85938e3a374b8b3541",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-09T05:00:17Z",
    "title_canon_sha256": "7a1481ae8bcf8e04a5fb6f326adbf9fdbf358e83c838a7e80e3fa0e6ea846b68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05036",
    "kind": "arxiv",
    "version": 1
  }
}