Pith. sign in
Pith Number

pith:HF3TA4YH

pith:2021:HF3TA4YHFJFGUVBMT2I4443AYA
not attested not anchored not stored refs pending

SafeAMC: Adversarial training for robust modulation recognition models

G\'er\^ome Bovet, Javier Maroto, Pascal Frossard

arxiv:2105.13746 v1 · 2021-05-28 · eess.SP · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HF3TA4YHFJFGUVBMT2I4443AYA}

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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 2026-07-05T02:44:11.058260Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

39773073072a4a6a542c9e91ce7360c032370d4428fde616d1b23aa494f3273c

Aliases

arxiv: 2105.13746 · arxiv_version: 2105.13746v1 · doi: 10.48550/arxiv.2105.13746 · pith_short_12: HF3TA4YHFJFG · pith_short_16: HF3TA4YHFJFGUVBM · pith_short_8: HF3TA4YH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HF3TA4YHFJFGUVBMT2I4443AYA \
  | 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: 39773073072a4a6a542c9e91ce7360c032370d4428fde616d1b23aa494f3273c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9a080d4850b137227c902d4d6d8080b3bbca221f6920b0ddc8245cfbf11fabcd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2021-05-28T11:29:04Z",
    "title_canon_sha256": "cce792b331a5bc015c0f80fe41259d0555684453e6dc3c871e1d85e03fdf5c32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.13746",
    "kind": "arxiv",
    "version": 1
  }
}