Pith Number

pith:YHQDQBEV

pith:2026:YHQDQBEVQWRSNISS4IH74GYBHH

not attested not anchored not stored refs pending

Unveiling the Non-Monotonic Effect of Privacy on Generalization under Byzantine Robustness

Aur\'elien Bellet, Batiste Le Bars, Nirupam Gupta, Thomas Boudou

arxiv:2607.01492 v1 · 2026-07-01 · cs.LG · cs.CR · 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{YHQDQBEVQWRSNISS4IH74GYBHH}

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	2026-07-03T00:17:02.266304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1e038049585a326a252e20ffe1b0139e3eee8f626e6088d6f296a60756b8c87

Aliases

arxiv: 2607.01492 · arxiv_version: 2607.01492v1 · doi: 10.48550/arxiv.2607.01492 · pith_short_12: YHQDQBEVQWRS · pith_short_16: YHQDQBEVQWRSNISS · pith_short_8: YHQDQBEV

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/YHQDQBEVQWRSNISS4IH74GYBHH \
  | 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: c1e038049585a326a252e20ffe1b0139e3eee8f626e6088d6f296a60756b8c87

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "01ba588a07cecf7250bf618ede0214f53e350a5b909f726760a94f9e9550c818",
    "cross_cats_sorted": [
      "cs.CR",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-01T21:42:47Z",
    "title_canon_sha256": "a8d0029155d4cc16a095702f738fd1908cd1179a9b218e171d1a9f1d14ff56c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01492",
    "kind": "arxiv",
    "version": 1
  }
}