Pith Number

pith:T4DQPSQF

pith:2023:T4DQPSQFFQSXFN2FQOEJ5OTADP

not attested not anchored not stored refs pending

SentinelLMs: Encrypted Input Adaptation and Fine-tuning of Language Models for Private and Secure Inference

Abhijit Mishra, Mingda Li, Soham Deo

arxiv:2312.17342 v1 · 2023-12-28 · cs.CR · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T4DQPSQFFQSXFN2FQOEJ5OTADP}

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.

Receipt and verification

First computed	2026-07-05T07:28:49.594429Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f0707ca052c2572b74583889eba601bfc9c1478fba99b9c56258a335e064d89

Aliases

arxiv: 2312.17342 · arxiv_version: 2312.17342v1 · doi: 10.48550/arxiv.2312.17342 · pith_short_12: T4DQPSQFFQSX · pith_short_16: T4DQPSQFFQSXFN2F · pith_short_8: T4DQPSQF

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/T4DQPSQFFQSXFN2FQOEJ5OTADP \
  | 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: 9f0707ca052c2572b74583889eba601bfc9c1478fba99b9c56258a335e064d89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da36dc2dec775266012913a362757e6c9681a61a933918cc065a8888e34545f5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2023-12-28T19:55:11Z",
    "title_canon_sha256": "20e773700ee9abc4a955aac1658f61a65dfc300ddb5b125546cdfce152dc72e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.17342",
    "kind": "arxiv",
    "version": 1
  }
}