Pith Number

pith:UQGDUPCU

pith:2020:UQGDUPCUH7SXOKL7BW7GJTYACD

not attested not anchored not stored refs pending

A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays

Chendi Rao, Huazhu Fu, Jiezhang Cao, Mingkui Tan, Qi Chen, Runhao Zeng, Yanwu Xu

arxiv:2003.13969 v1 · 2020-03-31 · eess.IV · cs.CV · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{UQGDUPCUH7SXOKL7BW7GJTYACD}

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Record completeness

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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.

Cited by

1 paper in Pith

Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics

Receipt and verification

First computed	2026-07-05T00:51:46.814845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a40c3a3c543fe577297f0dbe64cf0010e73efe035353b365e96c037ac75b5bc5

Aliases

arxiv: 2003.13969 · arxiv_version: 2003.13969v1 · doi: 10.48550/arxiv.2003.13969 · pith_short_12: UQGDUPCUH7SX · pith_short_16: UQGDUPCUH7SXOKL7 · pith_short_8: UQGDUPCU

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/UQGDUPCUH7SXOKL7BW7GJTYACD \
  | 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: a40c3a3c543fe577297f0dbe64cf0010e73efe035353b365e96c037ac75b5bc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b65557796372e8bdc7144445b169af2862a19bfe0d0494213aea524304d9a98d",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2020-03-31T06:21:03Z",
    "title_canon_sha256": "4a74acf2cd3a6abc466b7350b8a1c2ab4575d402f7ff1a946f93c36e148ccd39"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.13969",
    "kind": "arxiv",
    "version": 1
  }
}