Pith Number

pith:B5FJF3GJ

pith:2024:B5FJF3GJOJ3VCZN2L2EDDV72FD

not attested not anchored not stored refs pending

On Protecting the Data Privacy of Large Language Models (LLMs): A Survey

Biwei Yan, Kun Li, Minghui Xu, Xiuzhen Cheng, Yueyan Dong, Yue Zhang, Zhaochun Ren

arxiv:2403.05156 v2 · 2024-03-08 · cs.CR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5FJF3GJOJ3VCZN2L2EDDV72FD}

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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

10 papers in Pith

Trustworthiness in Retrieval-Augmented Generation Systems: A Survey

Power-Softmax: Towards Secure LLM Inference over Encrypted Data

Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation

Concordia: Self-Improving Synthetic Tables for Federated LLMs

LLM Harms: A Taxonomy and Discussion

Receipt and verification

First computed	2026-07-05T07:56:03.855912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f4a92ecc972775165ba5e8831d7fa28c3982e982920323917238eb6ee75802f

Aliases

arxiv: 2403.05156 · arxiv_version: 2403.05156v2 · doi: 10.48550/arxiv.2403.05156 · pith_short_12: B5FJF3GJOJ3V · pith_short_16: B5FJF3GJOJ3VCZN2 · pith_short_8: B5FJF3GJ

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/B5FJF3GJOJ3VCZN2L2EDDV72FD \
  | 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: 0f4a92ecc972775165ba5e8831d7fa28c3982e982920323917238eb6ee75802f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9c03e033f2e997153ddb206d3cf84c28eccdf1a1d1aeafe382ac26750b794f28",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-03-08T08:47:48Z",
    "title_canon_sha256": "471fb14bf4b98fbfba8e2bd7b8e5e93ac78eace1edb79b014141dfdf2349c955"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05156",
    "kind": "arxiv",
    "version": 2
  }
}