Pith. sign in
Pith Number

pith:ZOD7O66O

pith:2021:ZOD7O66O2JMMZ56CQ6ILTE6HRX
not attested not anchored not stored refs pending

Certifiably Robust Interpretation via Renyi Differential Privacy

Ao Liu, Chuang Gan, Lirong Xia, Sijia Liu, Xiaoyu Chen

arxiv:2107.01561 v1 · 2021-07-04 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZOD7O66O2JMMZ56CQ6ILTE6HRX}

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

Receipt and verification
First computed 2026-07-05T02:54:58.352101Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cb87f77bced258ccf7c28790b993c78dd1284c2de3d7878974fc4d71fac46756

Aliases

arxiv: 2107.01561 · arxiv_version: 2107.01561v1 · doi: 10.48550/arxiv.2107.01561 · pith_short_12: ZOD7O66O2JMM · pith_short_16: ZOD7O66O2JMMZ56C · pith_short_8: ZOD7O66O
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZOD7O66O2JMMZ56CQ6ILTE6HRX \
  | 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: cb87f77bced258ccf7c28790b993c78dd1284c2de3d7878974fc4d71fac46756
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1a532f7dac62ae8407ca70573f18ea1d9da22464713b42f2807b4b3adac3e078",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-04T06:58:01Z",
    "title_canon_sha256": "0f46721b2e179ff1dada4c9a4bbbdae1bf438e806e5892299e2d3ad2e3be6453"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.01561",
    "kind": "arxiv",
    "version": 1
  }
}