Pith Number

pith:HFB634ID

pith:2024:HFB634IDNDZ32O3N6R4AX22YA5

not attested not anchored not stored refs pending

TruncFormer: Private LLM Inference Using Only Truncations

Brandon Reagen, Chinmay Hegde, Jianqiao Cambridge Mo, Karthik Garimella, Nandan Kumar Jha, Patrick Yubeaton, Siddharth Garg

arxiv:2412.01042 v1 · 2024-12-02 · cs.CR · 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{HFB634IDNDZ32O3N6R4AX22YA5}

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

CrypTorch: PyTorch-based Auto-tuning Compiler for Machine Learning with Multi-party Computation

Receipt and verification

First computed	2026-07-05T09:42:52.738467Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3943edf10368f3bd3b6df4780beb5807453a51a1c9148ea19f4bd5479162508e

Aliases

arxiv: 2412.01042 · arxiv_version: 2412.01042v1 · doi: 10.48550/arxiv.2412.01042 · pith_short_12: HFB634IDNDZ3 · pith_short_16: HFB634IDNDZ32O3N · pith_short_8: HFB634ID

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/HFB634IDNDZ32O3N6R4AX22YA5 \
  | 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: 3943edf10368f3bd3b6df4780beb5807453a51a1c9148ea19f4bd5479162508e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1ff53acf3eb8485771204ebf849aea09f121a5921aeaa50845b92bb15231c57",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-12-02T01:55:42Z",
    "title_canon_sha256": "2284aa94fe0c525a7527110c4f8c8dd88cd63e5f56b2cb8565b00adaac4648e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01042",
    "kind": "arxiv",
    "version": 1
  }
}