Pith Number

pith:HIDOFSXO

pith:2023:HIDOFSXOGONIVY2T7WTANBH7GC

not attested not anchored not stored refs pending

Exploring Machine Learning Privacy/Utility trade-off from a hyperparameters Lens

Amira Guesmi, Ayoub Arous, Ihsen Alouani, Muhammad Abdullah Hanif, Muhammad Shafique

arxiv:2303.01819 v1 · 2023-03-03 · cs.LG · cs.CR · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HIDOFSXOGONIVY2T7WTANBH7GC}

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	2026-07-05T05:47:49.571589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a06e2caee339a8ae353fda60684ff30a6756432c2ea8e8113424290b55b47a4

Aliases

arxiv: 2303.01819 · arxiv_version: 2303.01819v1 · doi: 10.48550/arxiv.2303.01819 · pith_short_12: HIDOFSXOGONI · pith_short_16: HIDOFSXOGONIVY2T · pith_short_8: HIDOFSXO

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/HIDOFSXOGONIVY2T7WTANBH7GC \
  | 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: 3a06e2caee339a8ae353fda60684ff30a6756432c2ea8e8113424290b55b47a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "88fef7c8ada405532a1cc46db6e86bfb2485042778e1bd20025038a0da7c6cee",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-03T09:59:42Z",
    "title_canon_sha256": "e9a1b1d423dd03196525470606f3656e9778eaf208b999185e677c60d725f734"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01819",
    "kind": "arxiv",
    "version": 1
  }
}