Pith Number

pith:REQ33IVC

pith:2023:REQ33IVCKJ4CLU5EGMAKSUWWY3

not attested not anchored not stored refs pending

Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory

Hyunwoo Kim, Maarten Sap, Niloofar Mireshghallah, Reza Shokri, Xuhui Zhou, Yejin Choi, Yulia Tsvetkov

arxiv:2310.17884 v2 · 2023-10-27 · cs.AI · cs.CL · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{REQ33IVCKJ4CLU5EGMAKSUWWY3}

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

16 papers in Pith

The Impact of Security and Privacy Controls on Users' Emotional Engagement with Generative AI Chatbots

Governed Shared Memory for Multi-Agent LLM Systems

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents

OCELOT: Inference-Leakage Budgets for Privacy-Preserving LLM Agents

Seeing Without Exposing: Adaptive Privacy Control for Open-World, Context-Hungry MLLMs

Receipt and verification

First computed	2026-07-05T08:38:03.819762Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8921bda2a2527825d3a43300a952d6c6d2f73ed977583b74e2893699cfca7d6d

Aliases

arxiv: 2310.17884 · arxiv_version: 2310.17884v2 · doi: 10.48550/arxiv.2310.17884 · pith_short_12: REQ33IVCKJ4C · pith_short_16: REQ33IVCKJ4CLU5E · pith_short_8: REQ33IVC

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/REQ33IVCKJ4CLU5EGMAKSUWWY3 \
  | 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: 8921bda2a2527825d3a43300a952d6c6d2f73ed977583b74e2893699cfca7d6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1811ea3d940f7cdc19100737a0ff19eca32ad01eee9f74221e014c37af5a9284",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-27T04:15:30Z",
    "title_canon_sha256": "b8e934f7e6e2b2d51359ea47ddee42be359ee7dd8f71be0f0e023a432a121834"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17884",
    "kind": "arxiv",
    "version": 2
  }
}