Pith Number

pith:DR7YNDBF

pith:2021:DR7YNDBFCSLC6DYJLS5JUVWAPR

not attested not anchored not stored refs pending

ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training

Masih Eskandar, Mehrdad Saberi, Mohammad Hossein Rohban, Zeinab Golgooni

arxiv:2103.15476 v1 · 2021-03-29 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DR7YNDBFCSLC6DYJLS5JUVWAPR}

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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

4 papers in Pith

SORA: Free Second-Order Attacks in Fast Adversarial Training

Catastrophic Overfitting, Entropy Gap and Participation Ratio: A Noiseless $l^p$ Norm Solution for Fast Adversarial Training

Mitigating Error Amplification in Fast Adversarial Training

Unveiling the Backdoor Mechanism Hidden Behind Catastrophic Overfitting in Fast Adversarial Training

Receipt and verification

First computed	2026-07-05T02:27:06.410152Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c7f868c2514962f0f095cba9a56c07c7432b6adf47bf4bbb09be1ffc05a172c

Aliases

arxiv: 2103.15476 · arxiv_version: 2103.15476v1 · doi: 10.48550/arxiv.2103.15476 · pith_short_12: DR7YNDBFCSLC · pith_short_16: DR7YNDBFCSLC6DYJ · pith_short_8: DR7YNDBF

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/DR7YNDBFCSLC6DYJLS5JUVWAPR \
  | 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: 1c7f868c2514962f0f095cba9a56c07c7432b6adf47bf4bbb09be1ffc05a172c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95711f7781d3c8fe0eabf4c0dd9b8633fd6ef309e1572beeb3cc75a843d62543",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-29T10:19:35Z",
    "title_canon_sha256": "67adcbefc977169d6bb50ebac1d715fd89fef64aa5c02af39eae06feda71d968"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.15476",
    "kind": "arxiv",
    "version": 1
  }
}