Pith Number

pith:E7TQ7TIH

pith:2020:E7TQ7TIHE34XWIA5VMYRM2JF6Y

not attested not anchored not stored refs pending

Robust Machine Learning via Privacy/Rate-Distortion Theory

Adnan Siraj Rakin, Pierre Moulin, Shuchin Aeron, Toshiaki Koike-Akino, Ye Wang

arxiv:2007.11693 v2 · 2020-07-22 · cs.LG · cs.CR · cs.GT · cs.IT · math.IT · 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{E7TQ7TIHE34XWIA5VMYRM2JF6Y}

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.

Receipt and verification

First computed	2026-07-05T02:41:28.256917Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27e70fcd0726f97b201dab31166925f620483d32bf5fc52417bfd633dd506678

Aliases

arxiv: 2007.11693 · arxiv_version: 2007.11693v2 · doi: 10.48550/arxiv.2007.11693 · pith_short_12: E7TQ7TIHE34X · pith_short_16: E7TQ7TIHE34XWIA5 · pith_short_8: E7TQ7TIH

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/E7TQ7TIHE34XWIA5VMYRM2JF6Y \
  | 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: 27e70fcd0726f97b201dab31166925f620483d32bf5fc52417bfd633dd506678

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea142626f0243b2986431dba503fca55f0e3b4cb54892a6968c5e14abb188d1e",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.GT",
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-22T21:34:59Z",
    "title_canon_sha256": "0b696a39e7bd0e9a80cdb8071056be14a53767ebc59efe6e8234589ab2d02ad7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.11693",
    "kind": "arxiv",
    "version": 2
  }
}