Pith Number

pith:4T4P2Z3K

pith:2026:4T4P2Z3KR5NV24XY6QGGX4M76S

not attested not anchored not stored refs pending

Scaling up FHE-based Privacy-Preserving ML: Higher Throughput, Longer Inputs for LLama-3-8B

Damien Stehl\'e, Guillaume Hanrot, Jai Hyun Park, Jaiyoung Park, Jung Hee Cheon, Jung Ho Ahn, Jung Woo Kim, Minje Park, Sejin Park

arxiv:2601.18511 v2 · 2026-01-26 · 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{4T4P2Z3KR5NV24XY6QGGX4M76S}

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	2026-06-19T16:11:19.829539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e4f8fd676a8f5b5d72f8f40c6bf19ff49e5462058394083f418ec5197f763924

Aliases

arxiv: 2601.18511 · arxiv_version: 2601.18511v2 · doi: 10.48550/arxiv.2601.18511 · pith_short_12: 4T4P2Z3KR5NV · pith_short_16: 4T4P2Z3KR5NV24XY · pith_short_8: 4T4P2Z3K

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/4T4P2Z3KR5NV24XY6QGGX4M76S \
  | 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: e4f8fd676a8f5b5d72f8f40c6bf19ff49e5462058394083f418ec5197f763924

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b6c05a30db35b286d8ffebe314f7a887661010be3bea90ef064ca94d92406d1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-01-26T14:17:23Z",
    "title_canon_sha256": "8d533104b43e42ce325ad9942cb47ed50ce67dd6abb0a43f02ef6d1f2a592f88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.18511",
    "kind": "arxiv",
    "version": 2
  }
}