Pith Number

pith:SYHFWREG

pith:2020:SYHFWREGG62M75WTGNGMQOYK7W

not attested not anchored not stored refs pending

Adversarial Machine Learning in Wireless Communications using RF Data: A Review

Chung-Chu Hsieh, Damilola Adesina, Lijun Qian, Yalin E. Sagduyu

arxiv:2012.14392 v2 · 2020-12-28 · 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{SYHFWREGG62M75WTGNGMQOYK7W}

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	2026-07-05T03:07:45.991281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

960e5b448637b4cff6d3334cc83b0afd87a8334b4f898e8002d7ca563c95268a

Aliases

arxiv: 2012.14392 · arxiv_version: 2012.14392v2 · doi: 10.48550/arxiv.2012.14392 · pith_short_12: SYHFWREGG62M · pith_short_16: SYHFWREGG62M75WT · pith_short_8: SYHFWREG

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/SYHFWREGG62M75WTGNGMQOYK7W \
  | 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: 960e5b448637b4cff6d3334cc83b0afd87a8334b4f898e8002d7ca563c95268a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f9d020f23e56c034ffee48ba85fe763fe057a47fdf590cf9dccbc358ce9a772d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-12-28T18:11:43Z",
    "title_canon_sha256": "c377bede901126f654d839b21486f7fbb43da419b16156041513a87ec407dfee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.14392",
    "kind": "arxiv",
    "version": 2
  }
}