Pith Number

pith:SBYGHHXD

pith:2017:SBYGHHXDJTABB7QR7PTBGQBLLG

not attested not anchored not stored refs pending

DeepXplore: Automated Whitebox Testing of Deep Learning Systems

Junfeng Yang, Kexin Pei, Suman Jana, Yinzhi Cao

arxiv:1705.06640 v4 · 2017-05-18 · cs.LG · cs.CR · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SBYGHHXDJTABB7QR7PTBGQBLLG}

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

Metamorphic Testing of a Deep Learning based Forecaster

Receipt and verification

First computed	2026-05-18T00:34:29.167944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9070639ee34cc010fe11fbe613402b5996ca6c796b1046c370d3fdbe6c73a06b

Aliases

arxiv: 1705.06640 · arxiv_version: 1705.06640v4 · doi: 10.48550/arxiv.1705.06640 · pith_short_12: SBYGHHXDJTAB · pith_short_16: SBYGHHXDJTABB7QR · pith_short_8: SBYGHHXD

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/SBYGHHXDJTABB7QR7PTBGQBLLG \
  | 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: 9070639ee34cc010fe11fbe613402b5996ca6c796b1046c370d3fdbe6c73a06b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "593b57c7e53ce4b02831ad3cb8b9df45613c851e2adaf0784d6cba68b34452a3",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-18T15:09:39Z",
    "title_canon_sha256": "379c9bd6cbdc5b1a8ca169a3d4e65363edbd5b6dccef236daa9699456d110c20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.06640",
    "kind": "arxiv",
    "version": 4
  }
}