Pith Number

pith:DYVOPZHQ

pith:2022:DYVOPZHQKFRFHFLT47TIOGVFE4

not attested not anchored not stored refs pending

Extracting Targeted Training Data from ASR Models, and How to Mitigate It

Arun Narayanan, Ehsan Amid, Fran\c{c}oise Beaufays, Om Thakkar, Rajiv Mathews

arxiv:2204.08345 v2 · 2022-04-18 · 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{DYVOPZHQKFRFHFLT47TIOGVFE4}

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

Attacker's Noise Can Manipulate Your Audio-based LLM in the Real World

Receipt and verification

First computed	2026-07-05T04:35:21.078335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e2ae7e4f05162539573e7e6871aa527180ce4db052481f1cb549fd5f8350bb7

Aliases

arxiv: 2204.08345 · arxiv_version: 2204.08345v2 · doi: 10.48550/arxiv.2204.08345 · pith_short_12: DYVOPZHQKFRF · pith_short_16: DYVOPZHQKFRFHFLT · pith_short_8: DYVOPZHQ

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/DYVOPZHQKFRFHFLT47TIOGVFE4 \
  | 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: 1e2ae7e4f05162539573e7e6871aa527180ce4db052481f1cb549fd5f8350bb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a168fe13a7f2a0813d4de9b994ab2d15f34f7ee141c2f0ce3956ab573cbb47b8",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2022-04-18T14:43:17Z",
    "title_canon_sha256": "fa8062fa3261a85025ba280136f0c2554a77ba53f3347d8883f142835db581a9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.08345",
    "kind": "arxiv",
    "version": 2
  }
}