Pith Number

pith:EWPMVKK7

pith:2023:EWPMVKK73GZJXYDMJIS32AQC53

not attested not anchored not stored refs pending

Mutation-based Fault Localization of Deep Neural Networks

Ali Ghanbari, Deepak-George Thomas, Hridesh Rajan, Muhammad Arbab Arshad

arxiv:2309.05067 v1 · 2023-09-10 · cs.SE · 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{EWPMVKK73GZJXYDMJIS32AQC53}

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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

BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks

Receipt and verification

First computed	2026-07-05T06:49:30.469391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

259ecaa95fd9b29be06c4a25bd0202eecc7c9c5e562b67e80822d11545aa0cbd

Aliases

arxiv: 2309.05067 · arxiv_version: 2309.05067v1 · doi: 10.48550/arxiv.2309.05067 · pith_short_12: EWPMVKK73GZJ · pith_short_16: EWPMVKK73GZJXYDM · pith_short_8: EWPMVKK7

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/EWPMVKK73GZJXYDMJIS32AQC53 \
  | 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: 259ecaa95fd9b29be06c4a25bd0202eecc7c9c5e562b67e80822d11545aa0cbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "249fd3d16d0cd524d9fba36087adb5681f50159989fc4fe145deeed6ae15aced",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-09-10T16:18:49Z",
    "title_canon_sha256": "62cf56b7ed0337e1b16b7a02c7bd7be9f24bd87fb091cf2fc3848c962ffe6b99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05067",
    "kind": "arxiv",
    "version": 1
  }
}