Pith Number

pith:YEBJHSTM

pith:2019:YEBJHSTMEGVUJPH32PX2VEVRNW

not attested not anchored not stored refs pending

Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness

Dejing Dou, Minh Vu, My T. Thai, NHatHai Phan, Ruoming Jin, Xintao Wu, Yang Liu

arxiv:1906.01444 v1 · 2019-06-02 · cs.CR · 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{YEBJHSTMEGVUJPH32PX2VEVRNW}

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	2026-05-17T23:44:16.585670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c10293ca6c21ab44bcfbd3efaa92b16db199c7ca7561300089b6110bc14605b5

Aliases

arxiv: 1906.01444 · arxiv_version: 1906.01444v1 · doi: 10.48550/arxiv.1906.01444 · pith_short_12: YEBJHSTMEGVU · pith_short_16: YEBJHSTMEGVUJPH3 · pith_short_8: YEBJHSTM

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/YEBJHSTMEGVUJPH32PX2VEVRNW \
  | 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: c10293ca6c21ab44bcfbd3efaa92b16db199c7ca7561300089b6110bc14605b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "507ac88030379692dde039f461bab13b163e6b996e95f7f5bdf62ac06218637a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2019-06-02T18:20:36Z",
    "title_canon_sha256": "d17e623250d7d68d4f3ef27f44b7b383505f33fd0c061e16e2906e8d2b390146"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.01444",
    "kind": "arxiv",
    "version": 1
  }
}