Pith Number

pith:KZG3KZYN

pith:2017:KZG3KZYNJL4WELWEUIYJYDU4LJ

not attested not anchored not stored refs pending

Ensemble Adversarial Training: Attacks and Defenses

Alexey Kurakin, Dan Boneh, Florian Tram\`er, Ian Goodfellow, Nicolas Papernot, Patrick McDaniel

arxiv:1705.07204 v5 · 2017-05-19 · stat.ML · cs.CR · 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{KZG3KZYNJL4WELWEUIYJYDU4LJ}

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

15 papers in Pith

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

Fooling a Real Car with Adversarial Traffic Signs

MirrorCheck: Efficient Adversarial Defense for Vision-Language Models

Affine Disentangled GAN for Interpretable and Robust AV Perception

Towards Generalized Certified Robustness with Multi-Norm Training

Receipt and verification

First computed	2026-07-05T00:58:00.100910Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

564db5670d4af9622ec4a2309c0e9c5a4928e1de69d2ab12e5b525c3cc1354a3

Aliases

arxiv: 1705.07204 · arxiv_version: 1705.07204v5 · doi: 10.48550/arxiv.1705.07204 · pith_short_12: KZG3KZYNJL4W · pith_short_16: KZG3KZYNJL4WELWE · pith_short_8: KZG3KZYN

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/KZG3KZYNJL4WELWEUIYJYDU4LJ \
  | 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: 564db5670d4af9622ec4a2309c0e9c5a4928e1de69d2ab12e5b525c3cc1354a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37da43319fe10183fad2b0bdd8c42ea5c2430fe0636c3b47ea86dc1baa65ffe5",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-05-19T21:56:43Z",
    "title_canon_sha256": "3846decdb2d345772880338ceba9c846778f0da459403ef3d4d68a8f971852b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07204",
    "kind": "arxiv",
    "version": 5
  }
}