Pith Number

pith:FVZM3EOR

pith:2023:FVZM3EOR5VC2S6INEYBP2ZPD4V

not attested not anchored not stored refs pending

White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification

Alan Marshall, Chip-Hong Chang, Guanxiong Shen, Jie Ma, Junqing Zhang

arxiv:2308.07433 v1 · 2023-08-14 · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FVZM3EOR5VC2S6INEYBP2ZPD4V}

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	2026-07-05T06:41:25.371261Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d72cd91d1ed45a9790d2602fd65e3e5483be80c5644cd09375bcad72103415b

Aliases

arxiv: 2308.07433 · arxiv_version: 2308.07433v1 · doi: 10.48550/arxiv.2308.07433 · pith_short_12: FVZM3EOR5VC2 · pith_short_16: FVZM3EOR5VC2S6IN · pith_short_8: FVZM3EOR

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/FVZM3EOR5VC2S6INEYBP2ZPD4V \
  | 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: 2d72cd91d1ed45a9790d2602fd65e3e5483be80c5644cd09375bcad72103415b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7134c429bca65d422ed2bf1daedcfd46cfa0055b49a58fc2b526ca64f8a619d4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-08-14T20:01:05Z",
    "title_canon_sha256": "eecc3797a82df91dd0ed02944229ddb0add2f1fbf01b0f1ee65a3a96da40ea59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.07433",
    "kind": "arxiv",
    "version": 1
  }
}