Pith Number

pith:LIXMGSS7

pith:2025:LIXMGSS7W6DZRGWQIK74BO3YA5

not attested not anchored not stored refs pending

Attention-based Adversarial Robust Distillation in Radio Signal Classifications for Low-Power IoT Devices

Basil AsSadhan, Fabio Roli, Gan Zheng, Guisheng Liao, Lu Zhang, Sangarapillai Lambotharan

arxiv:2506.11892 v1 · 2025-06-13 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIXMGSS7W6DZRGWQIK74BO3YA5}

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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.

Receipt and verification

First computed	2026-07-05T11:21:12.422386Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a2ec34a5fb787989ad042bfc0bb780749c6888c8724712484447716cf04c3ef

Aliases

arxiv: 2506.11892 · arxiv_version: 2506.11892v1 · doi: 10.48550/arxiv.2506.11892 · pith_short_12: LIXMGSS7W6DZ · pith_short_16: LIXMGSS7W6DZRGWQ · pith_short_8: LIXMGSS7

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/LIXMGSS7W6DZRGWQIK74BO3YA5 \
  | 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: 5a2ec34a5fb787989ad042bfc0bb780749c6888c8724712484447716cf04c3ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc0cd631ce9b309ad8a8972f73d2018999aa2b6cedc1f0fc6610e0af696cc1c3",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-13T15:39:01Z",
    "title_canon_sha256": "e31df6768ed88e4c98cecb83eedfefacc54ac7c60a1f7ebea5104cf44b2db70e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.11892",
    "kind": "arxiv",
    "version": 1
  }
}