Pith Number

pith:PZ4W5FFO

pith:2024:PZ4W5FFOCB746SHCCCHBQY4AS4

not attested not anchored not stored refs pending

Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference

Chunsheng Xin, Hongyi Wu, Qiao Zhang, Rui Ning, XiangRui Xu

arxiv:2405.17485 v2 · 2024-05-24 · cs.LG · cs.AI · 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{PZ4W5FFOCB746SHCCCHBQY4AS4}

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

SETransformer: A Hybrid Attention-Based Architecture for Robust Human Activity Recognition

Receipt and verification

First computed	2026-07-05T09:04:10.208155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e796e94ae107fcf48e2108e186380973348ac4382b66f21c11049d2b57b0ef1

Aliases

arxiv: 2405.17485 · arxiv_version: 2405.17485v2 · doi: 10.48550/arxiv.2405.17485 · pith_short_12: PZ4W5FFOCB74 · pith_short_16: PZ4W5FFOCB746SHC · pith_short_8: PZ4W5FFO

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/PZ4W5FFOCB746SHCCCHBQY4AS4 \
  | 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: 7e796e94ae107fcf48e2108e186380973348ac4382b66f21c11049d2b57b0ef1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fae262cabccbf8b50c48e234006939934665d994bf814f595e689a698687e133",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-24T18:43:00Z",
    "title_canon_sha256": "05ed0b0455c834b3c1e256ce2538350c6a0be5b1529e5780a5de568d990a61c1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.17485",
    "kind": "arxiv",
    "version": 2
  }
}