Pith Number

pith:Z2PWD5RD

pith:2025:Z2PWD5RD3CM65LX4CYKV2IWM2L

not attested not anchored not stored refs pending

AdaMixup: A Dynamic Defense Framework for Membership Inference Attack Mitigation

ChiaHua Chang, Dezhi YU, Guanbiao Lin, Jiajing Chen, Yijie Weng, Ying Chen

arxiv:2501.02182 v1 · 2025-01-04 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z2PWD5RD3CM65LX4CYKV2IWM2L}

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	2026-07-05T09:57:03.415517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce9f61f623d899eeaefc16155d22ccd2c08ac5b6b78d53f802cfaae959e69340

Aliases

arxiv: 2501.02182 · arxiv_version: 2501.02182v1 · doi: 10.48550/arxiv.2501.02182 · pith_short_12: Z2PWD5RD3CM6 · pith_short_16: Z2PWD5RD3CM65LX4 · pith_short_8: Z2PWD5RD

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/Z2PWD5RD3CM65LX4CYKV2IWM2L \
  | 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: ce9f61f623d899eeaefc16155d22ccd2c08ac5b6b78d53f802cfaae959e69340

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74b997b0394810502b0521a2cbc7d1f2d9b2a06eec20058866ea97662f0c0251",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-04T04:21:48Z",
    "title_canon_sha256": "0b0524d6244b246c9cfaa625705af22e62ce422f60282c8be80ef22809a26ed5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02182",
    "kind": "arxiv",
    "version": 1
  }
}