Pith Number

pith:4FPBAAU6

pith:2024:4FPBAAU63GVXEYOBW35DW4QMVM

not attested not anchored not stored refs pending

The Surprising Harmfulness of Benign Overfitting for Adversarial Robustness

Tong Zhang, Yifan Hao

arxiv:2401.12236 v2 · 2024-01-19 · 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{4FPBAAU63GVXEYOBW35DW4QMVM}

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

Adversarial Robustness of NTK Neural Networks

Benign Overfitting in Adversarial Training for Vision Transformers

Receipt and verification

First computed	2026-07-05T07:37:31.049820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e15e10029ed9ab7261c1b6fa3b720cab131694cb2a700633e311ae6f1de65af9

Aliases

arxiv: 2401.12236 · arxiv_version: 2401.12236v2 · doi: 10.48550/arxiv.2401.12236 · pith_short_12: 4FPBAAU63GVX · pith_short_16: 4FPBAAU63GVXEYOB · pith_short_8: 4FPBAAU6

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/4FPBAAU63GVXEYOBW35DW4QMVM \
  | 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: e15e10029ed9ab7261c1b6fa3b720cab131694cb2a700633e311ae6f1de65af9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b477e90b788a3800efd6df67ded462e5b5adab972afe9089e22185184b8db71f",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-19T15:40:46Z",
    "title_canon_sha256": "62113487e3024db308f6e3ae22fd8674601cd7fba007c9157d3524840cbf5848"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.12236",
    "kind": "arxiv",
    "version": 2
  }
}