Pith Number

pith:NCMOSUIE

pith:2024:NCMOSUIENRRC45VW7DICRVPAJC

not attested not anchored not stored refs pending

A Survey of Machine Learning-based Physical-Layer Authentication in Wireless Communications

Bingxuan Xu, Bizhu Wang, Mengying Sun, Ping Zhang, Rui Meng, Shujun Han, Suyu Lv, Xiaodong Xu

arxiv:2411.09906 v2 · 2024-11-15 · cs.CR · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NCMOSUIENRRC45VW7DICRVPAJC}

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	2026-07-05T09:43:36.947068Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6898e951046c622e76b6f8d028d5e0488fd6e00ef9360c1f429910a5ca21c4fd

Aliases

arxiv: 2411.09906 · arxiv_version: 2411.09906v2 · doi: 10.48550/arxiv.2411.09906 · pith_short_12: NCMOSUIENRRC · pith_short_16: NCMOSUIENRRC45VW · pith_short_8: NCMOSUIE

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/NCMOSUIENRRC45VW7DICRVPAJC \
  | 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: 6898e951046c622e76b6f8d028d5e0488fd6e00ef9360c1f429910a5ca21c4fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4094c29b1d4429c99822edb3c3511e1aaf4e6f4120745c7ad1d098446a7f117f",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-11-15T03:01:23Z",
    "title_canon_sha256": "03695c03079d6e6da4acf2ea955616e0ce6c34db6f931e56bfcc95f47ca88af5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09906",
    "kind": "arxiv",
    "version": 2
  }
}