Pith Number

pith:J46NQOK5

pith:2020:J46NQOK5G5HPHC6K5VIUOBW7Z4

not attested not anchored not stored refs pending

SOAR: Second-Order Adversarial Regularization

Amir-massoud Farahmand, Avery Ma, Fartash Faghri, Nicolas Papernot

arxiv:2004.01832 v2 · 2020-04-04 · cs.LG · 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{J46NQOK5G5HPHC6K5VIUOBW7Z4}

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

2 papers in Pith

SORA: Free Second-Order Attacks in Fast Adversarial Training

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Receipt and verification

First computed	2026-07-05T02:13:13.797955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4f3cd8395d374ef38bcaed514706dfcf39a7cde92db6075fdc08ba96197d9ec2

Aliases

arxiv: 2004.01832 · arxiv_version: 2004.01832v2 · doi: 10.48550/arxiv.2004.01832 · pith_short_12: J46NQOK5G5HP · pith_short_16: J46NQOK5G5HPHC6K · pith_short_8: J46NQOK5

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/J46NQOK5G5HPHC6K5VIUOBW7Z4 \
  | 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: 4f3cd8395d374ef38bcaed514706dfcf39a7cde92db6075fdc08ba96197d9ec2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0411cff3ee6d5068586ad94a2920fc8f219e263ff20a6e2ce987c04dcb57f80",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-04T01:35:07Z",
    "title_canon_sha256": "5f43ef16c649da683afe5e8cbfc636cf99d38f28cf61839ca69aeead187ac009"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.01832",
    "kind": "arxiv",
    "version": 2
  }
}