Pith Number

pith:2G5TGLIK

pith:2020:2G5TGLIKS7M4GGTWUVCNAAYLJK

not attested not anchored not stored refs pending

Over-the-Air Membership Inference Attacks as Privacy Threats for Deep Learning-based Wireless Signal Classifiers

Kemal Davaslioglu, Yalin E. Sagduyu, Yi Shi

arxiv:2006.14576 v1 · 2020-06-25 · eess.SP · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2G5TGLIKS7M4GGTWUVCNAAYLJK}

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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

Securing Genomic Data Against Inference Attacks in Federated Learning Environments

Receipt and verification

First computed	2026-07-05T01:13:33.663165Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d1bb332d0a97d9c31a76a544d0030b4ab092b15fde313f2299bef95ff3b1d3df

Aliases

arxiv: 2006.14576 · arxiv_version: 2006.14576v1 · doi: 10.48550/arxiv.2006.14576 · pith_short_12: 2G5TGLIKS7M4 · pith_short_16: 2G5TGLIKS7M4GGTW · pith_short_8: 2G5TGLIK

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/2G5TGLIKS7M4GGTWUVCNAAYLJK \
  | 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: d1bb332d0a97d9c31a76a544d0030b4ab092b15fde313f2299bef95ff3b1d3df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fadbb1e3a210dd167230bd66f097a11f6c5b29ddddb1251de7999b9ccf749be5",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-06-25T17:23:32Z",
    "title_canon_sha256": "b85082b0faa27e1e4b9888861105f8ad95de1a9e44c4153312ec9a7898ebd9f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14576",
    "kind": "arxiv",
    "version": 1
  }
}