Pith Number

pith:IXRG2SV4

pith:2024:IXRG2SV4BJ4IHTH6TOQ5FTEDWD

not attested not anchored not stored refs pending

Machine Learning Robustness: A Primer

Foutse Khomh, Houssem Ben Braiek

arxiv:2404.00897 v3 · 2024-04-01 · cs.LG · cs.AI · 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{IXRG2SV4BJ4IHTH6TOQ5FTEDWD}

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	2026-07-05T08:15:12.512842Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45e26d4abc0a7883ccfe9ba1d2cc83b0d75c363789371194661df1d5496ab0fe

Aliases

arxiv: 2404.00897 · arxiv_version: 2404.00897v3 · doi: 10.48550/arxiv.2404.00897 · pith_short_12: IXRG2SV4BJ4I · pith_short_16: IXRG2SV4BJ4IHTH6 · pith_short_8: IXRG2SV4

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/IXRG2SV4BJ4IHTH6TOQ5FTEDWD \
  | 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: 45e26d4abc0a7883ccfe9ba1d2cc83b0d75c363789371194661df1d5496ab0fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "61c491127cc12f36d3233991dd4e0417494fa502f9c1b20a42f81a4ff36f91ca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-01T03:49:42Z",
    "title_canon_sha256": "00500f494fa7d36b13d44fa382404973ddf846d12645829ed89506293fb04e0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.00897",
    "kind": "arxiv",
    "version": 3
  }
}