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Pith Number

pith:45MFGYXM

pith:2024:45MFGYXMBS25MWWOSOIAVRN3SY
not attested not anchored not stored refs pending

SafeSynthDP: Leveraging Large Language Models for Privacy-Preserving Synthetic Data Generation Using Differential Privacy

Md Mahadi Hasan Nahid, Sadid Bin Hasan

arxiv:2412.20641 v1 · 2024-12-30 · cs.LG · cs.CR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{45MFGYXMBS25MWWOSOIAVRN3SY}

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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 2026-07-05T09:55:20.117677Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e7585362ec0cb5d65ace93900ac5bb9606b1a42e8b83a9761dfec9fec19a2a56

Aliases

arxiv: 2412.20641 · arxiv_version: 2412.20641v1 · doi: 10.48550/arxiv.2412.20641 · pith_short_12: 45MFGYXMBS25 · pith_short_16: 45MFGYXMBS25MWWO · pith_short_8: 45MFGYXM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/45MFGYXMBS25MWWOSOIAVRN3SY \
  | 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: e7585362ec0cb5d65ace93900ac5bb9606b1a42e8b83a9761dfec9fec19a2a56
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e19549b6bb8144fef0fe7b42f8e6706551d8fe26632699ff33d0b582f357a9fa",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-30T01:10:10Z",
    "title_canon_sha256": "a84c6da5325252f1a34bc0462cfdb481890f687c1d5478b652279551ef6086c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20641",
    "kind": "arxiv",
    "version": 1
  }
}