Pith Number

pith:VPWSXQOL

pith:2023:VPWSXQOL7M3CCW2DNSXR63QNGQ

not attested not anchored not stored refs pending

Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems

Hemlata Tak, Massimiliano Todisco, Michele Panariello, Nicholas Evans, Wanying Ge

arxiv:2306.07655 v1 · 2023-06-13 · eess.AS · cs.CR · 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{VPWSXQOL7M3CCW2DNSXR63QNGQ}

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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

SpeechFake: A Large-Scale Multilingual Speech Deepfake Dataset Incorporating Cutting-Edge Generation Methods

Receipt and verification

First computed	2026-07-05T06:20:07.324204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abed2bc1cbfb36215b436caf1f6e0d34190537818cd3d70a1c5b6be33ea66da4

Aliases

arxiv: 2306.07655 · arxiv_version: 2306.07655v1 · doi: 10.48550/arxiv.2306.07655 · pith_short_12: VPWSXQOL7M3C · pith_short_16: VPWSXQOL7M3CCW2D · pith_short_8: VPWSXQOL

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/VPWSXQOL7M3CCW2DNSXR63QNGQ \
  | 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: abed2bc1cbfb36215b436caf1f6e0d34190537818cd3d70a1c5b6be33ea66da4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9d00dddf8fe29b8fbea195ed13c02391ef5044d770da2a680628cf65092ce44",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2023-06-13T09:52:44Z",
    "title_canon_sha256": "dd23130b09c9b3f4448f596dad42ce081cf102b5566834531e49c41b5089dd8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07655",
    "kind": "arxiv",
    "version": 1
  }
}