Pith Number

pith:BSZVHPZE

pith:2023:BSZVHPZE6NIMLN3L2F3WLNMUPQ

not attested not anchored not stored refs pending

Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation

Jiaxin Wen, Minlie Huang, Zhexin Zhang

arxiv:2307.04401 v1 · 2023-07-10 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BSZVHPZE6NIMLN3L2F3WLNMUPQ}

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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

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives

Receipt and verification

First computed	2026-07-05T06:29:12.689905Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0cb353bf24f350c5b76bd17765b5947c30c88c55e3d70ea937e33bdafaad6ec0

Aliases

arxiv: 2307.04401 · arxiv_version: 2307.04401v1 · doi: 10.48550/arxiv.2307.04401 · pith_short_12: BSZVHPZE6NIM · pith_short_16: BSZVHPZE6NIMLN3L · pith_short_8: BSZVHPZE

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/BSZVHPZE6NIMLN3L2F3WLNMUPQ \
  | 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: 0cb353bf24f350c5b76bd17765b5947c30c88c55e3d70ea937e33bdafaad6ec0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27fc24651a76c7b39e247228abb213c2dc363fd0c71204d6ccd0881d0cce7eef",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-10T08:03:41Z",
    "title_canon_sha256": "ab067326313299037b653930c5de816e3c4ad156d07bf4784b69e5e27a45520b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.04401",
    "kind": "arxiv",
    "version": 1
  }
}