Pith Number

pith:EGONXSEP

pith:2022:EGONXSEPMGNJH74JQO7EC2JTWN

not attested not anchored not stored refs pending

Towards Data-Free Model Stealing in a Hard Label Setting

R. Venkatesh Babu, Sravanti Addepalli, Sunandini Sanyal

arxiv:2204.11022 v1 · 2022-04-23 · cs.CR · 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{EGONXSEPMGNJH74JQO7EC2JTWN}

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

SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark

Receipt and verification

First computed	2026-07-05T04:17:06.229291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

219cdbc88f619a93ff8983be416933b3604f6353ce868baba88b9cc4b23114cf

Aliases

arxiv: 2204.11022 · arxiv_version: 2204.11022v1 · doi: 10.48550/arxiv.2204.11022 · pith_short_12: EGONXSEPMGNJ · pith_short_16: EGONXSEPMGNJH74J · pith_short_8: EGONXSEP

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/EGONXSEPMGNJH74JQO7EC2JTWN \
  | 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: 219cdbc88f619a93ff8983be416933b3604f6353ce868baba88b9cc4b23114cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "596ad6303ce8b07063298e06b75ae6aa4821af5bc79c71f811acdfda4ee748a4",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-04-23T08:44:51Z",
    "title_canon_sha256": "f45a0d03e2d0ff438cf0331257a37fb8f437d94b8671e14eaa7bc49f7aded963"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.11022",
    "kind": "arxiv",
    "version": 1
  }
}