Pith Number

pith:RT7RA3Y4

pith:2024:RT7RA3Y46W2UGSJ7JH75F3WBYC

not attested not anchored not stored refs pending

LLM-PBE: Assessing Data Privacy in Large Language Models

Bingsheng He, Bo Li, Chulin Xie, Dan Hendrycks, Dawn Song, Jeffrey Tan, Junyi Hou, Junyuan Hong, Qinbin Li, Rachel Xin, Xavier Yin, Zhangyang Wang, Zhun Wang

arxiv:2408.12787 v2 · 2024-08-23 · cs.CR · 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{RT7RA3Y46W2UGSJ7JH75F3WBYC}

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

5 papers in Pith

Toward a Unified Security and Privacy Framework for AI-Native 6G Networks

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study

Receipt and verification

First computed	2026-07-05T09:03:55.596973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cff106f1cf5b543493f49ffd2eec1c0ac4efbd4e6a743b5c562b88a692a4b57

Aliases

arxiv: 2408.12787 · arxiv_version: 2408.12787v2 · doi: 10.48550/arxiv.2408.12787 · pith_short_12: RT7RA3Y46W2U · pith_short_16: RT7RA3Y46W2UGSJ7 · pith_short_8: RT7RA3Y4

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/RT7RA3Y46W2UGSJ7JH75F3WBYC \
  | 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: 8cff106f1cf5b543493f49ffd2eec1c0ac4efbd4e6a743b5c562b88a692a4b57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78a6008709e1b2f59e1699277a095374d3edd63fc5d3d8b9d50374171d23c31a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-08-23T01:37:29Z",
    "title_canon_sha256": "b3c0a04a4e76ac56a14e97fea1f3f8ab81ef781c851cf2e0650140e1cc608bd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.12787",
    "kind": "arxiv",
    "version": 2
  }
}