Pith Number

pith:SAPITM6D

pith:2020:SAPITM6DUCKEJSCE5MOJYDBZQ7

not attested not anchored not stored refs pending

Bag of Tricks for Adversarial Training

Hang Su, Jun Zhu, Tianyu Pang, Xiao Yang, Yinpeng Dong

arxiv:2010.00467 v3 · 2020-10-01 · cs.LG · cs.CV · 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{SAPITM6DUCKEJSCE5MOJYDBZQ7}

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

Homogenization of $\ell_2$-Adversarial Training in High-Dimensions: Exact Dynamics under Stochastic Gradient Descent

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

Margin-Adaptive Confidence Ranking for Reliable LLM Judgement

Receipt and verification

First computed	2026-07-05T02:28:06.048947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

901e89b3c3a09444c844eb1c9c0c3987c4fb8fa0b2daccc9fb7f066aa7c3bc0f

Aliases

arxiv: 2010.00467 · arxiv_version: 2010.00467v3 · doi: 10.48550/arxiv.2010.00467 · pith_short_12: SAPITM6DUCKE · pith_short_16: SAPITM6DUCKEJSCE · pith_short_8: SAPITM6D

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/SAPITM6DUCKEJSCE5MOJYDBZQ7 \
  | 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: 901e89b3c3a09444c844eb1c9c0c3987c4fb8fa0b2daccc9fb7f066aa7c3bc0f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ae39973999e8ef2c343f3b311d54719b213b6d6b600f181ce006ded8aba1ca3",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-01T15:03:51Z",
    "title_canon_sha256": "63c4b8d21a1e14290b702a0b28f287cac96d8d05837f7362749992621e98b551"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.00467",
    "kind": "arxiv",
    "version": 3
  }
}