Pith Number

pith:ENT52Q5W

pith:2022:ENT52Q5WQ5HYBRFG6FY23JBHVG

not attested not anchored not stored refs pending

IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound

Alessandro De Palma, Krishnamurthy Dvijotham, M. Pawan Kumar, Robert Stanforth, Rudy Bunel

arxiv:2206.14772 v2 · 2022-06-29 · 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{ENT52Q5WQ5HYBRFG6FY23JBHVG}

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.

Cited by

3 papers in Pith

Measuring Model Robustness via Fisher Information: Spectral Bounds, Theoretical Guarantees, and Practical Algorithms

Certified Training with Branch-and-Bound for Lyapunov-stable Neural Control

Learning Aligned Stability in Neural ODEs Reconciling Accuracy with Robustness

Receipt and verification

First computed	2026-07-05T06:15:42.424573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2367dd43b6874f80c4a6f171ada427a9b2c2c8cd3c364c077eb0b01e0ac67a92

Aliases

arxiv: 2206.14772 · arxiv_version: 2206.14772v2 · doi: 10.48550/arxiv.2206.14772 · pith_short_12: ENT52Q5WQ5HY · pith_short_16: ENT52Q5WQ5HYBRFG · pith_short_8: ENT52Q5W

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/ENT52Q5WQ5HYBRFG6FY23JBHVG \
  | 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: 2367dd43b6874f80c4a6f171ada427a9b2c2c8cd3c364c077eb0b01e0ac67a92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77c01ecb84ac6d2edb40ca162cc7b2474b91758517a5f033eab03baf350b10d2",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-29T17:13:25Z",
    "title_canon_sha256": "8abc6b3903250730626d2f901b59ab3ae2c334eeec624270e2297ce67495db99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14772",
    "kind": "arxiv",
    "version": 2
  }
}