Pith Number

pith:CA3AMI7F

pith:2025:CA3AMI7F6PF2XENFHSEYASBC5X

not attested not anchored not stored refs pending

Practical Secure Inference Algorithm for Fine-tuned Large Language Model Based on Fully Homomorphic Encryption

Bao Wankang, Zhang Ruoyan, Zheng Zhongxiang

arxiv:2501.01672 v2 · 2025-01-03 · 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{CA3AMI7F6PF2XENFHSEYASBC5X}

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

1 paper in Pith

SoK: The Privacy Paradox of Large Language Models: Advancements, Privacy Risks, and Mitigation

Receipt and verification

First computed	2026-07-05T09:57:50.210225Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10360623e5f3cbab91a53c89804822edcea4b3f314fa8f2d5ed9f5da3d89ee72

Aliases

arxiv: 2501.01672 · arxiv_version: 2501.01672v2 · doi: 10.48550/arxiv.2501.01672 · pith_short_12: CA3AMI7F6PF2 · pith_short_16: CA3AMI7F6PF2XENF · pith_short_8: CA3AMI7F

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/CA3AMI7F6PF2XENFHSEYASBC5X \
  | 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: 10360623e5f3cbab91a53c89804822edcea4b3f314fa8f2d5ed9f5da3d89ee72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05b18b4e428b943a983c3b8254fa7575075a666f39bd5c0f11400a80a300e00c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-01-03T07:19:23Z",
    "title_canon_sha256": "092216bc60bbdcce8de440338b1ed696bffc9bcd4497fca3f842b2e855c7a95b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01672",
    "kind": "arxiv",
    "version": 2
  }
}