Pith Number

pith:D7FXNXFE

pith:2024:D7FXNXFE6V2MQNI6GQCYGGRZPT

not attested not anchored not stored refs pending

A Method to Facilitate Membership Inference Attacks in Deep Learning Models

Karthik Pattabiraman, Zitao Chen

arxiv:2407.01919 v1 · 2024-07-02 · cs.CR · cs.AI · 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{D7FXNXFE6V2MQNI6GQCYGGRZPT}

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

Loss Landscape Poisoning: Targeted Extraction of Unseen Training Data from LLMs

Receipt and verification

First computed	2026-07-05T08:39:07.278932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fcb76dca4f574c8351e3405831a397ce4bb169f89ab8694076a2377a879a609

Aliases

arxiv: 2407.01919 · arxiv_version: 2407.01919v1 · doi: 10.48550/arxiv.2407.01919 · pith_short_12: D7FXNXFE6V2M · pith_short_16: D7FXNXFE6V2MQNI6 · pith_short_8: D7FXNXFE

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/D7FXNXFE6V2MQNI6GQCYGGRZPT \
  | 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: 1fcb76dca4f574c8351e3405831a397ce4bb169f89ab8694076a2377a879a609

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f27c3d7c8389f712488b847578fa489de8c983b4a07ec059c1b7dbbfe4598995",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2024-07-02T03:33:42Z",
    "title_canon_sha256": "23b37017a3d5fcf0f2285a1081ae639086399ee310ac390d62f4b1763c1a9d95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01919",
    "kind": "arxiv",
    "version": 1
  }
}