Pith Number

pith:S62EH3PT

pith:2020:S62EH3PTYCY6DK5K36EYWRRI6G

not attested not anchored not stored refs pending

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

Aleksander Madry, Avi Schwarzschild, Bo Li, Chulin Xie, Dawn Song, Dimitris Tsipras, Micah Goldblum, Tom Goldstein, Xinyun Chen

arxiv:2012.10544 v4 · 2020-12-18 · cs.LG · cs.AI · cs.CR · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S62EH3PTYCY6DK5K36EYWRRI6G}

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

LIMO: Less is More for Reasoning

Receipt and verification

First computed	2026-07-05T02:28:19.564109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97b443edf3c0b1e1abaadf898b4628f1b98fb3122fd4d6596c661c3fe04182be

Aliases

arxiv: 2012.10544 · arxiv_version: 2012.10544v4 · doi: 10.48550/arxiv.2012.10544 · pith_short_12: S62EH3PTYCY6 · pith_short_16: S62EH3PTYCY6DK5K · pith_short_8: S62EH3PT

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/S62EH3PTYCY6DK5K36EYWRRI6G \
  | 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: 97b443edf3c0b1e1abaadf898b4628f1b98fb3122fd4d6596c661c3fe04182be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa2a23b160d4927f5a30edb52d92716861a132624cff645c85f755b7f95bfb2a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-18T22:38:47Z",
    "title_canon_sha256": "9b8ea31f7da64615234f3e0de30040ad6ae80da52afb4be87424f1bae7a2ab6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.10544",
    "kind": "arxiv",
    "version": 4
  }
}