Pith Number

pith:IO6ROR3C

pith:2026:IO6ROR3CUDCQP6Q7RMSWDN5NCG

not attested not anchored not stored refs pending

SeFaR: Semantic Feature-aware Robustness Testing of Deep Neural Networks

Corina Pasareanu, Divya Gopinath, Matthew Dwyer, Nusrat Jahan Mozumder

arxiv:2608.10289 v1 · 2026-08-10 · cs.CV · 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{IO6ROR3CUDCQP6Q7RMSWDN5NCG}

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.

Receipt and verification

First computed	2026-08-12T00:23:47.061470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43bd174762a0c507fa1f8b2561b7ad118f16925a95c1555ddd6d77d49f581803

Aliases

arxiv: 2608.10289 · arxiv_version: 2608.10289v1 · doi: 10.48550/arxiv.2608.10289 · pith_short_12: IO6ROR3CUDCQ · pith_short_16: IO6ROR3CUDCQP6Q7 · pith_short_8: IO6ROR3C

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/IO6ROR3CUDCQP6Q7RMSWDN5NCG \
  | 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: 43bd174762a0c507fa1f8b2561b7ad118f16925a95c1555ddd6d77d49f581803

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d52b912333946a92b2b8d891b21f19135e8ecf39d926facd3d0618f5babd3419",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-08-10T22:50:17Z",
    "title_canon_sha256": "1d46aaf9fb303a2e27d993dcd02675384a66d4a566b17c5c98928335e9d08cd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10289",
    "kind": "arxiv",
    "version": 1
  }
}