Pith Number

pith:A6Q6OP3O

pith:2019:A6Q6OP3OVZ5C6RXRCRBELAXY6B

not attested not anchored not stored refs pending

Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints

Chang Liu, Lei Deng, Ling Liang, Shuangchen Li, Timothy Sherwood, Xinfeng Xie, Xing Hu, Yuan Xie, Yufei Ding, Yu Ji

arxiv:1903.03916 v1 · 2019-03-10 · cs.CR · cs.AR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A6Q6OP3OVZ5C6RXRCRBELAXY6B}

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	2026-07-05T01:11:39.552000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07a1e73f6eae7a2f46f114424582f8f040adc00ff672de25192658822ff882f5

Aliases

arxiv: 1903.03916 · arxiv_version: 1903.03916v1 · doi: 10.48550/arxiv.1903.03916 · pith_short_12: A6Q6OP3OVZ5C · pith_short_16: A6Q6OP3OVZ5C6RXR · pith_short_8: A6Q6OP3O

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/A6Q6OP3OVZ5C6RXRCRBELAXY6B \
  | 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: 07a1e73f6eae7a2f46f114424582f8f040adc00ff672de25192658822ff882f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f5a2ea2c1f3fd62e9978b149e25264d73fb6febc0426f4fe5c2485c969d68070",
    "cross_cats_sorted": [
      "cs.AR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-03-10T03:58:18Z",
    "title_canon_sha256": "05d0e16e45a6dd28a0c1afbe5546d6ab2d74a29344b89b11b40d1ba32727c6ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.03916",
    "kind": "arxiv",
    "version": 1
  }
}