Pith. sign in
Pith Number

pith:JLU4IF7B

pith:2023:JLU4IF7B67TICYMY5XXHMNLJ7J
not attested not anchored not stored refs pending

TransAudio: Towards the Transferable Adversarial Audio Attack via Learning Contextualized Perturbations

Binyuan Hui, Hui Xue, Qi Gege, Rong Zhang, Xiaodan Li, Xiaofeng Mao, Yao Zhu, Yuefeng Chen

arxiv:2303.15940 v1 · 2023-03-28 · cs.SD · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JLU4IF7B67TICYMY5XXHMNLJ7J}

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 2026-07-05T05:55:30.174188Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4ae9c417e1f7e6816198edee763569fa62301f1326eb10ea1cc8ac450a4ec62d

Aliases

arxiv: 2303.15940 · arxiv_version: 2303.15940v1 · doi: 10.48550/arxiv.2303.15940 · pith_short_12: JLU4IF7B67TI · pith_short_16: JLU4IF7B67TICYMY · pith_short_8: JLU4IF7B
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JLU4IF7B67TICYMY5XXHMNLJ7J \
  | 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: 4ae9c417e1f7e6816198edee763569fa62301f1326eb10ea1cc8ac450a4ec62d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "99835ca928e630de7c27e99d6bcda6befda956f8febff03cbaea819991efc3a7",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2023-03-28T12:53:02Z",
    "title_canon_sha256": "43307110ad4d000eff25df280fb3c6ce2bbd09f66a8c379be00d0acd20689df8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.15940",
    "kind": "arxiv",
    "version": 1
  }
}