Pith Number

pith:UZUFP2SX

pith:2021:UZUFP2SXKSVJUJ4LX2XPPJPN64

not attested not anchored not stored refs pending

Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks

Hongxu Yin, H.T. Kung, Jan Kautz, Jose M. Alvarez, Pavlo Molchanov, Xin Dong

arxiv:2107.06304 v2 · 2021-07-13 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UZUFP2SXKSVJUJ4LX2XPPJPN64}

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

Protecting On-Device AI Inference: A Systematic Review of Attacks and Defence Mechanisms

Receipt and verification

First computed	2026-07-05T05:09:48.408672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a66857ea5754aa9a278bbeaef7a5edf72f9c6dfb324f16864a5665047c627be4

Aliases

arxiv: 2107.06304 · arxiv_version: 2107.06304v2 · doi: 10.48550/arxiv.2107.06304 · pith_short_12: UZUFP2SXKSVJ · pith_short_16: UZUFP2SXKSVJUJ4L · pith_short_8: UZUFP2SX

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/UZUFP2SXKSVJUJ4LX2XPPJPN64 \
  | 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: a66857ea5754aa9a278bbeaef7a5edf72f9c6dfb324f16864a5665047c627be4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d80333ec0ef589d2605276d2c51929a15911d0c86150df0ed3a033de109d3a7d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-13T18:01:43Z",
    "title_canon_sha256": "3a2eb4749087af380b6766a0440216fa74201bffac9dae51dbe9bdda9e07a99d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.06304",
    "kind": "arxiv",
    "version": 2
  }
}