Pith Number

pith:SQ5WN7RZ

pith:2025:SQ5WN7RZEZLYSOMQMLY4EZHBZC

not attested not anchored not stored refs pending

Attacker's Noise Can Manipulate Your Audio-based LLM in the Real World

Lun Wang, Rajiv Mathews, Soheil Feizi, Vinu Sankar Sadasivan

arxiv:2507.06256 v1 · 2025-07-07 · cs.CR · cs.AI · cs.SD · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SQ5WN7RZEZLYSOMQMLY4EZHBZC}

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.

Cited by

5 papers in Pith

Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents

Codec-Robust Attacks on Audio LLMs

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook

Codec-Robust Attacks on Audio LLMs

Sparse Tokens Suffice: Jailbreaking Audio Language Models via Token-Aware Gradient Optimization

Receipt and verification

First computed	2026-07-05T11:34:12.644069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

943b66fe39265789399062f1c264e1c89e71c34d0072276104f1f5adc69faa8b

Aliases

arxiv: 2507.06256 · arxiv_version: 2507.06256v1 · doi: 10.48550/arxiv.2507.06256 · pith_short_12: SQ5WN7RZEZLY · pith_short_16: SQ5WN7RZEZLYSOMQ · pith_short_8: SQ5WN7RZ

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/SQ5WN7RZEZLYSOMQMLY4EZHBZC \
  | 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: 943b66fe39265789399062f1c264e1c89e71c34d0072276104f1f5adc69faa8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3876fcf68817067793ed993f98ca49ec5c485e3ce49bcc1346aba7527c4bd719",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-07T07:29:52Z",
    "title_canon_sha256": "97bc0bc337dcc0c9157a745b150dad2feca28dcf12c76a3c1d7598465ce5874c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06256",
    "kind": "arxiv",
    "version": 1
  }
}