Pith Number

pith:XASQI6KU

pith:2025:XASQI6KUAFV7SWRJ5T62BZZWTN

not attested not anchored not stored refs pending

Stress-Testing ML Pipelines with Adversarial Data Corruption

Babak Salimi, Boris Glavic, Felipe Lorenzi, Geyang Xu, Jiongli Zhu

arxiv:2506.01230 v1 · 2025-06-02 · 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{XASQI6KUAFV7SWRJ5T62BZZWTN}

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	2026-07-05T11:14:10.164739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b825047954016bf95a29ecfda0e7369b74023170d80031d7519e5d9464b5cae7

Aliases

arxiv: 2506.01230 · arxiv_version: 2506.01230v1 · doi: 10.48550/arxiv.2506.01230 · pith_short_12: XASQI6KUAFV7 · pith_short_16: XASQI6KUAFV7SWRJ · pith_short_8: XASQI6KU

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/XASQI6KUAFV7SWRJ5T62BZZWTN \
  | 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: b825047954016bf95a29ecfda0e7369b74023170d80031d7519e5d9464b5cae7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e299d21b6833b583d219b4743e3c7d982f703d235c98f7995ecdb9a854ec46cb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-02T00:41:24Z",
    "title_canon_sha256": "7eada99f4c5bf0315fd89539fe91b43f4506761c1cf6d9bf46cdebf7ee587071"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01230",
    "kind": "arxiv",
    "version": 1
  }
}