Pith Number

pith:CWOO7Q5T

pith:2020:CWOO7Q5TV2YKDROEUZXNABHCTI

not attested not anchored not stored refs pending

Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning

Michael Backes, Yang Zhang, Yang Zou, Zhikun Zhang

arxiv:2009.04872 v1 · 2020-09-10 · cs.CR · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CWOO7Q5TV2YKDROEUZXNABHCTI}

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

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription

Receipt and verification

First computed	2026-07-05T01:34:30.712142Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

159cefc3b3aeb0a1c5c4a66ed004e29a116bd6c6f46daf356a81e800d01944e6

Aliases

arxiv: 2009.04872 · arxiv_version: 2009.04872v1 · doi: 10.48550/arxiv.2009.04872 · pith_short_12: CWOO7Q5TV2YK · pith_short_16: CWOO7Q5TV2YKDROE · pith_short_8: CWOO7Q5T

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/CWOO7Q5TV2YKDROEUZXNABHCTI \
  | 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: 159cefc3b3aeb0a1c5c4a66ed004e29a116bd6c6f46daf356a81e800d01944e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2f4b5c0d8289c158503a05ad43a944116b6bb109d0f226c6165aad1a1502e63",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2020-09-10T14:14:22Z",
    "title_canon_sha256": "16eb581c2b85d06a878e1cadfebd904bf71f4a3ffcfe0468d8e6024cb03fb840"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.04872",
    "kind": "arxiv",
    "version": 1
  }
}