Pith Number

pith:ZHZ4P5XW

pith:2020:ZHZ4P5XWMOHOAUL7PRTMTRZ65Z

not attested not anchored not stored refs pending

FAT: Federated Adversarial Training

Ambrish Rawat, Beat Buesser, Giulio Zizzo, Mathieu Sinn

arxiv:2012.01791 v1 · 2020-12-03 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZHZ4P5XWMOHOAUL7PRTMTRZ65Z}

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

Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach

Receipt and verification

First computed	2026-07-05T01:56:50.200872Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9f3c7f6f6638ee0517f7c66c9c73eee4b6c0b78a56e15bf9b7f22ec2c3a0087

Aliases

arxiv: 2012.01791 · arxiv_version: 2012.01791v1 · doi: 10.48550/arxiv.2012.01791 · pith_short_12: ZHZ4P5XWMOHO · pith_short_16: ZHZ4P5XWMOHOAUL7 · pith_short_8: ZHZ4P5XW

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/ZHZ4P5XWMOHOAUL7PRTMTRZ65Z \
  | 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: c9f3c7f6f6638ee0517f7c66c9c73eee4b6c0b78a56e15bf9b7f22ec2c3a0087

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18401c770367c6d76d325af2cca5d9191637e5fa28da692d8bc6098d93a340ef",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-03T09:47:47Z",
    "title_canon_sha256": "51c1bd1a62855ae597266b2c19f92af631c9f064298cd2bef43f1984a45d96a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.01791",
    "kind": "arxiv",
    "version": 1
  }
}