Pith Number

pith:4FVVXYQE

pith:2024:4FVVXYQE3KJMSQ3TISM6EMYOIF

not attested not anchored not stored refs pending

Improving Membership Inference in ASR Model Auditing with Perturbed Loss Features

Alberto Abad, Bhiksha Raj, Francisco Teixeira, Isabel Trancoso, Karla Pizzi, Raphael Olivier

arxiv:2405.01207 v1 · 2024-05-02 · cs.LG · cs.CR · 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{4FVVXYQE3KJMSQ3TISM6EMYOIF}

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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

Quantized Approximate Signal Processing (QASP): Towards Homomorphic Encryption for audio

Receipt and verification

First computed	2026-07-05T08:14:42.064409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e16b5be204da92c943734499e2330e414fc0ffb6e9ec43275d2972cef2da0eff

Aliases

arxiv: 2405.01207 · arxiv_version: 2405.01207v1 · doi: 10.48550/arxiv.2405.01207 · pith_short_12: 4FVVXYQE3KJM · pith_short_16: 4FVVXYQE3KJMSQ3T · pith_short_8: 4FVVXYQE

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/4FVVXYQE3KJMSQ3TISM6EMYOIF \
  | 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: e16b5be204da92c943734499e2330e414fc0ffb6e9ec43275d2972cef2da0eff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "486353a48f429c9fa4738363f5c31646b89a3de0f25412e3dcf057c2563a4904",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-02T11:48:30Z",
    "title_canon_sha256": "8dd15667a9f60bfb2a080ef26dc5bca6d8a7ad986d4359a0dbccfb26ad7d5b0f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.01207",
    "kind": "arxiv",
    "version": 1
  }
}