Pith Number

pith:LHDRO2KV

pith:2020:LHDRO2KVCYTSEXT74B3HTY2FNB

not attested not anchored not stored refs pending

Hacking the Waveform: Generalized Wireless Adversarial Deep Learning

Amani Al-Shawabka, Bruno Costa Rendon, Francesco Restuccia, Kaushik Chowdhury, Salvatore D'Oro, Stratis Ioannidis, Tommaso Melodia

arxiv:2005.02270 v1 · 2020-05-05 · cs.NI · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LHDRO2KVCYTSEXT74B3HTY2FNB}

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

ANNIE: Be Careful of Your Robots

Receipt and verification

First computed	2026-07-05T01:00:24.379199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59c71769551627225e7fe07679e345686b9f0abe29f4128ae49ea626d8357e85

Aliases

arxiv: 2005.02270 · arxiv_version: 2005.02270v1 · doi: 10.48550/arxiv.2005.02270 · pith_short_12: LHDRO2KVCYTS · pith_short_16: LHDRO2KVCYTSEXT7 · pith_short_8: LHDRO2KV

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/LHDRO2KVCYTSEXT74B3HTY2FNB \
  | 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: 59c71769551627225e7fe07679e345686b9f0abe29f4128ae49ea626d8357e85

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f2bc3b7dfb48d45d0472ad157c3a549bdd75b096355110a71efa7e8b1e9ac36",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2020-05-05T15:05:41Z",
    "title_canon_sha256": "fa443e73a0899d4457a60a519014b51d580376351865de840f0c5ebc5e3aaa23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.02270",
    "kind": "arxiv",
    "version": 1
  }
}