Pith. sign in
Pith Number

pith:WK7F2TEZ

pith:2023:WK7F2TEZ2ALS3JVR25QO46VT7E
not attested not anchored not stored refs pending

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks

Jun Xia, Mingsong Chen, Xian Wei, Yingbo Zhou, Zhihao Yue, Zhiwei Ling

arxiv:2310.11595 v2 · 2023-10-17 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{WK7F2TEZ2ALS3JVR25QO46VT7E}

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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 2026-07-05T07:02:34.064289Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b2be5d4c99d0172da6b1d760ee7ab3f93e7274b640e090eede686ac8b5a01046

Aliases

arxiv: 2310.11595 · arxiv_version: 2310.11595v2 · doi: 10.48550/arxiv.2310.11595 · pith_short_12: WK7F2TEZ2ALS · pith_short_16: WK7F2TEZ2ALS3JVR · pith_short_8: WK7F2TEZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WK7F2TEZ2ALS3JVR25QO46VT7E \
  | 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: b2be5d4c99d0172da6b1d760ee7ab3f93e7274b640e090eede686ac8b5a01046
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5e46d9a7acb3234336972da88611629603806480991c67e0e3c2edc7ce53f8d5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-17T21:43:42Z",
    "title_canon_sha256": "e2fcc557fe0955d546d5fad7ac74faf50594df6d2689e874f77ddedd529eb6c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.11595",
    "kind": "arxiv",
    "version": 2
  }
}