Pith Number

pith:HZ5HJGX4

pith:2019:HZ5HJGX4G277G24F7I4SWEXFQU

not attested not anchored not stored refs pending

Provable robustness against all adversarial $l_p$-perturbations for $p\geq 1$

Francesco Croce, Matthias Hein

arxiv:1905.11213 v2 · 2019-05-27 · cs.LG · cs.CR · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZ5HJGX4G277G24F7I4SWEXFQU}

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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

Efficient Adversarial Training via Criticality-Aware Fine-Tuning

Receipt and verification

First computed	2026-07-05T00:57:49.272251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e7a749afc36bff36b85fa392b12e585186929df013108b8a2f9aff8a507f4e4

Aliases

arxiv: 1905.11213 · arxiv_version: 1905.11213v2 · doi: 10.48550/arxiv.1905.11213 · pith_short_12: HZ5HJGX4G277 · pith_short_16: HZ5HJGX4G277G24F · pith_short_8: HZ5HJGX4

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/HZ5HJGX4G277G24F7I4SWEXFQU \
  | 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: 3e7a749afc36bff36b85fa392b12e585186929df013108b8a2f9aff8a507f4e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "698473eb38453d0fbd49048f050b78b8c7bd7ca66b3008bad1cf3123336806e1",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-27T13:49:08Z",
    "title_canon_sha256": "29b315c01cd67d112db2f6ea444d40df4ee1c684e18f88291e9b709ee10453f0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.11213",
    "kind": "arxiv",
    "version": 2
  }
}