Pith Number

pith:E4SHEALN

pith:2023:E4SHEALNIT5PMGDLI7P4THZJGZ

not attested not anchored not stored refs pending

Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser

Astha Verma, A V Subramanyam, Naman Lal, Rajiv Ratn Shah, Shin'ichi Satoh, Siddhesh Bangar

arxiv:2304.06430 v2 · 2023-04-13 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E4SHEALNIT5PMGDLI7P4THZJGZ}

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

KerZOO: Kernel Function Informed Zeroth-Order Optimization for Accurate and Accelerated LLM Fine-Tuning

Receipt and verification

First computed	2026-07-05T08:40:53.107082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

272472016d44faf6186b47dfc99f2936404ededb6a4635195db6d6899ecd3531

Aliases

arxiv: 2304.06430 · arxiv_version: 2304.06430v2 · doi: 10.48550/arxiv.2304.06430 · pith_short_12: E4SHEALNIT5P · pith_short_16: E4SHEALNIT5PMGDL · pith_short_8: E4SHEALN

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/E4SHEALNIT5PMGDLI7P4THZJGZ \
  | 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: 272472016d44faf6186b47dfc99f2936404ededb6a4635195db6d6899ecd3531

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e47a54bb3fe587d0e06091ddc66a4e8c35d44a6ed8ce9b36ddf6dc60139628d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-13T11:57:06Z",
    "title_canon_sha256": "fdcef8a45f944d5a0f284c00fbe929f0fe5b6800bcaac33f7d207e8b1c292ec5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.06430",
    "kind": "arxiv",
    "version": 2
  }
}