Pith Number

pith:FZ2Z7K4F

pith:2025:FZ2Z7K4FLXT5EI3JCLSWFQOACF

not attested not anchored not stored refs pending

ZKTorch: Compiling ML Inference to Zero-Knowledge Proofs via Parallel Proof Accumulation

Bing-Jyue Chen, Daniel Kang, Lilia Tang

arxiv:2507.07031 v2 · 2025-07-09 · 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{FZ2Z7K4FLXT5EI3JCLSWFQOACF}

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

2 papers in Pith

zkComposer: Decomposing Proof Construction to Scale zkML

SPRINT: Robust Model Attribution of Generated Images via Secret Pixel Reconstruction

Receipt and verification

First computed	2026-07-05T11:35:15.102010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e759fab855de7d2236912e562c1c01156d74bf473c4664a82b01a989bd94c19

Aliases

arxiv: 2507.07031 · arxiv_version: 2507.07031v2 · doi: 10.48550/arxiv.2507.07031 · pith_short_12: FZ2Z7K4FLXT5 · pith_short_16: FZ2Z7K4FLXT5EI3J · pith_short_8: FZ2Z7K4F

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/FZ2Z7K4FLXT5EI3JCLSWFQOACF \
  | 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: 2e759fab855de7d2236912e562c1c01156d74bf473c4664a82b01a989bd94c19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca14fc70f6a04f25d87a7b22beb2528a5d18425a88cd6dcba5fbab84394ee709",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-07-09T17:03:21Z",
    "title_canon_sha256": "0e02533d26754dce072dcc86de3501d8fcf94c13658e319b94109c434a40fb33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07031",
    "kind": "arxiv",
    "version": 2
  }
}