Pith Number

pith:HWVO3YJK

pith:2022:HWVO3YJKG6CK2E6523U5V2SP2W

not attested not anchored not stored refs pending

Directional Privacy for Deep Learning

Annabelle McIver, Mark Dras, Natasha Fernandes, Pedro Faustini, Shakila Tonni

arxiv:2211.04686 v3 · 2022-11-09 · 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{HWVO3YJKG6CK2E6523U5V2SP2W}

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

What is the Cost of Differential Privacy for Deep Learning-Based Trajectory Generation?

Receipt and verification

First computed	2026-07-05T07:16:34.768532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3daaede12a3784ad13ddd6e9daea4fd5ad21730068f20acc405aeb3199d89c9d

Aliases

arxiv: 2211.04686 · arxiv_version: 2211.04686v3 · doi: 10.48550/arxiv.2211.04686 · pith_short_12: HWVO3YJKG6CK · pith_short_16: HWVO3YJKG6CK2E65 · pith_short_8: HWVO3YJK

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/HWVO3YJKG6CK2E6523U5V2SP2W \
  | 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: 3daaede12a3784ad13ddd6e9daea4fd5ad21730068f20acc405aeb3199d89c9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5022696f8824968757dfe4317d4ee4d589afda99cb21aa31d7161c76854d0e6c",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-09T05:18:08Z",
    "title_canon_sha256": "9d21e629896f9abc7b582de2e79c8872d02b9a92330f4d9e831e6457ef3705c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.04686",
    "kind": "arxiv",
    "version": 3
  }
}