Pith Number

pith:C4QAOTHP

pith:2022:C4QAOTHPDVBS3UO62BBFD2OOFH

not attested not anchored not stored refs pending

Learning to be adversarially robust and differentially private

Borja Balle, Jamie Hayes, M. Pawan Kumar

arxiv:2201.02265 v1 · 2022-01-06 · 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{C4QAOTHPDVBS3UO62BBFD2OOFH}

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

Landseer: Exploring the Machine Learning Defense Landscape

Receipt and verification

First computed	2026-07-05T03:46:39.441653Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1720074cef1d432dd1ded04251e9ce29dee2db6a1b1f3bff91efaebe00e47111

Aliases

arxiv: 2201.02265 · arxiv_version: 2201.02265v1 · doi: 10.48550/arxiv.2201.02265 · pith_short_12: C4QAOTHPDVBS · pith_short_16: C4QAOTHPDVBS3UO6 · pith_short_8: C4QAOTHP

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/C4QAOTHPDVBS3UO62BBFD2OOFH \
  | 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: 1720074cef1d432dd1ded04251e9ce29dee2db6a1b1f3bff91efaebe00e47111

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e207a54cbd78482edc5cb7222ff724d82823a6cdbc55727c8f3dbe810d30846c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-06T22:33:06Z",
    "title_canon_sha256": "2cb839db4a40aabe23ef061cfb4b485911ae931046bc33b1c099717a6c2198fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.02265",
    "kind": "arxiv",
    "version": 1
  }
}