Pith Number

pith:VLFUZNGK

pith:2025:VLFUZNGKV2LYNV6OVW2D7F6DII

not attested not anchored not stored refs pending

Adversarial Attacks on Audio Deepfake Detection: A Benchmark and Comparative Study

Awais Khan, Khalid Mahmood Malik, Kutub Uddin, Muhammad Umar Farooq

arxiv:2509.07132 v1 · 2025-09-08 · cs.SD · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VLFUZNGKV2LYNV6OVW2D7F6DII}

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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.

Cited by

2 papers in Pith

Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing

Escaping the Linearity Trap: Manifold Detours for Black-Box Adversarial Attacks on Singing Audio Deepfake Detection

Receipt and verification

First computed	2026-07-05T12:07:16.089974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aacb4cb4caae9786d7ceadb43f97c34211e06ea552e07432cd4e9a49b587154a

Aliases

arxiv: 2509.07132 · arxiv_version: 2509.07132v1 · doi: 10.48550/arxiv.2509.07132 · pith_short_12: VLFUZNGKV2LY · pith_short_16: VLFUZNGKV2LYNV6O · pith_short_8: VLFUZNGK

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/VLFUZNGKV2LYNV6OVW2D7F6DII \
  | 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: aacb4cb4caae9786d7ceadb43f97c34211e06ea552e07432cd4e9a49b587154a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3e0ba5a37498cc31cd966b120cba421da595c8ce34d0f7129531480d3023a71",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-09-08T18:33:24Z",
    "title_canon_sha256": "11284f441bea02cedde77b64ee4cbcb13d4f593d3666faf9bc28ea497a77a3fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07132",
    "kind": "arxiv",
    "version": 1
  }
}