Pith Number

pith:DWVQ4YSM

pith:2025:DWVQ4YSMVUSWLEJE75BMHTMMV6

not attested not anchored not stored refs pending

Replay Attacks Against Audio Deepfake Detection

Aditya Tirumala Bukkapatnam, Adriana Stan, Alexander Wagner, Karla Pizzi, Nicolas M\"uller, Philip Sperl, Piotr Kawa, Wei-Herng Choong

arxiv:2505.14862 v2 · 2025-05-20 · cs.SD · cs.AI · 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{DWVQ4YSMVUSWLEJE75BMHTMMV6}

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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

1 paper in Pith

Alethia: A Foundational Encoder for Voice Deepfakes

Receipt and verification

First computed	2026-07-05T11:13:26.105847Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1dab0e624cad25659124ff42c3cd8cafbf111b4676062c3991838fdf8f8cfe3f

Aliases

arxiv: 2505.14862 · arxiv_version: 2505.14862v2 · doi: 10.48550/arxiv.2505.14862 · pith_short_12: DWVQ4YSMVUSW · pith_short_16: DWVQ4YSMVUSWLEJE · pith_short_8: DWVQ4YSM

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/DWVQ4YSMVUSWLEJE75BMHTMMV6 \
  | 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: 1dab0e624cad25659124ff42c3cd8cafbf111b4676062c3991838fdf8f8cfe3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8692e35be2ca59ca20019ac5f4082424df105721fb69761f6211b576f5c59261",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-05-20T19:46:36Z",
    "title_canon_sha256": "525f7648cea2ba3e6fad89533704afa372951e6d2988cb6d97e40bcd709838d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14862",
    "kind": "arxiv",
    "version": 2
  }
}