Pith Number

pith:IHBXQF4C

pith:2022:IHBXQF4CID72R4NVEIYYYOPUMY

not attested not anchored not stored refs pending

Defense Against Adversarial Attacks on Audio DeepFake Detection

Marcin Plata, Piotr Kawa, Piotr Syga

arxiv:2212.14597 v2 · 2022-12-30 · cs.SD · cs.CR · cs.LG · 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{IHBXQF4CID72R4NVEIYYYOPUMY}

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

1 paper in Pith

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems

Receipt and verification

First computed	2026-07-05T06:19:17.593245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41c378178240ffa8f1b522318c39f46603bba3b1558e97b5dbb0516f2d7db4fa

Aliases

arxiv: 2212.14597 · arxiv_version: 2212.14597v2 · doi: 10.48550/arxiv.2212.14597 · pith_short_12: IHBXQF4CID72 · pith_short_16: IHBXQF4CID72R4NV · pith_short_8: IHBXQF4C

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/IHBXQF4CID72R4NVEIYYYOPUMY \
  | 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: 41c378178240ffa8f1b522318c39f46603bba3b1558e97b5dbb0516f2d7db4fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52c0d82fcff82b46d2bad80e93aae5bcaeba8d1e079decefba9bbc6cf215cb54",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-12-30T08:41:06Z",
    "title_canon_sha256": "637e8abe182f7ffd5bdee8914291ea179f3e24790ed21a4fcec7a66e2d7c3161"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.14597",
    "kind": "arxiv",
    "version": 2
  }
}