Pith Number

pith:JL5QY5ZO

pith:2021:JL5QY5ZOL3V7SQZJSJAKBMX44Y

not attested not anchored not stored refs pending

Fooling Adversarial Training with Inducing Noise

Yifei Wang, Yisen Wang, Zhirui Wang

arxiv:2111.10130 v1 · 2021-11-19 · cs.LG · cs.CR · 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{JL5QY5ZOL3V7SQZJSJAKBMX44Y}

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

Nonlinear Transformations Against Unlearnable Datasets

SoK: A Comprehensive Analysis of the Current Status of Neural Tangent Generalization Attacks with Research Directions

Channel-Level Semantic Perturbations: Unlearnable Examples for Diverse Training Paradigms

Receipt and verification

First computed	2026-07-05T03:33:28.391092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4afb0c772e5eebf943299240a0b2fce62ccb238e3dca02ca9adf114aa4acfeda

Aliases

arxiv: 2111.10130 · arxiv_version: 2111.10130v1 · doi: 10.48550/arxiv.2111.10130 · pith_short_12: JL5QY5ZOL3V7 · pith_short_16: JL5QY5ZOL3V7SQZJ · pith_short_8: JL5QY5ZO

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/JL5QY5ZOL3V7SQZJSJAKBMX44Y \
  | 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: 4afb0c772e5eebf943299240a0b2fce62ccb238e3dca02ca9adf114aa4acfeda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bc40a33464b1a337e9fd96d426988328855be53856a9fd741357db45c1a4f24",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-19T09:59:28Z",
    "title_canon_sha256": "3607a3ee71ee5ecc828860346809129cb1b8002973a168cd686b0b3db48b8cd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.10130",
    "kind": "arxiv",
    "version": 1
  }
}