Pith Number

pith:5EKYXYMV

pith:2024:5EKYXYMVWX5ZSFLCMT52KNI5P3

not attested not anchored not stored refs pending

CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

Cong Wu, Guowen Xu, Haolin Wu, Hao Ren, Jing Chen, Kun He, Ruiying Du, Xingcan Shang

arxiv:2404.15854 v1 · 2024-04-24 · cs.CR · cs.LG · 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{5EKYXYMVWX5ZSFLCMT52KNI5P3}

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

3 papers in Pith

Proteus: Automated Adversarial Robustness Testing for Audio Deepfake Detectors

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio

Receipt and verification

First computed	2026-07-05T08:11:46.537813Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9158be195b5fb99156264fba5351d7ec2a9615979175b0060c17ff72a9cc3f5

Aliases

arxiv: 2404.15854 · arxiv_version: 2404.15854v1 · doi: 10.48550/arxiv.2404.15854 · pith_short_12: 5EKYXYMVWX5Z · pith_short_16: 5EKYXYMVWX5ZSFLC · pith_short_8: 5EKYXYMV

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/5EKYXYMVWX5ZSFLCMT52KNI5P3 \
  | 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: e9158be195b5fb99156264fba5351d7ec2a9615979175b0060c17ff72a9cc3f5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b369184463792d4ad5c09ec13a2bde14b59c010e429f689ec84e77c867ccf2b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-04-24T13:10:35Z",
    "title_canon_sha256": "500ecccbb52ba30c28377fdb84b18650716756bfb94113d269264e30886a276a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15854",
    "kind": "arxiv",
    "version": 1
  }
}