Pith Number

pith:KVJFUA5G

pith:2020:KVJFUA5G3SXFOPJVYYTPLZEEJP

not attested not anchored not stored refs pending

Strong Data Augmentation Sanitizes Poisoning and Backdoor Attacks Without an Accuracy Tradeoff

Amin Ghiasi, Arjun Gupta, Eitan Borgnia, Jonas Geiping, Liam Fowl, Micah Goldblum, Tom Goldstein, Valeriia Cherepanova

arxiv:2011.09527 v1 · 2020-11-18 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KVJFUA5G3SXFOPJVYYTPLZEEJP}

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

1 paper in Pith

A Geometric Approach to Problems in Optimization and Data Science

Receipt and verification

First computed	2026-07-05T01:52:49.377626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55525a03a6dcae573d35c626f5e4844bea24d01b09fc0fe5768129c37fe5d56f

Aliases

arxiv: 2011.09527 · arxiv_version: 2011.09527v1 · doi: 10.48550/arxiv.2011.09527 · pith_short_12: KVJFUA5G3SXF · pith_short_16: KVJFUA5G3SXFOPJV · pith_short_8: KVJFUA5G

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/KVJFUA5G3SXFOPJVYYTPLZEEJP \
  | 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: 55525a03a6dcae573d35c626f5e4844bea24d01b09fc0fe5768129c37fe5d56f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01370ca71ba724115929c4944f5957e27176700a76370fa8aae45d8753a2c669",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-11-18T20:18:50Z",
    "title_canon_sha256": "6086c53f739a903abb329f795e66652ab1308ae49afadf2c3dc9781af1510294"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.09527",
    "kind": "arxiv",
    "version": 1
  }
}