Pith Number

pith:DHT7TKBX

pith:2023:DHT7TKBXGEBY3ESHY4WJ4DJ3ZJ

not attested not anchored not stored refs pending

Why Train More? Effective and Efficient Membership Inference via Memorization

Jihye Choi, Shruti Tople, Somesh Jha, Varun Chandrasekaran

arxiv:2310.08015 v1 · 2023-10-12 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DHT7TKBXGEBY3ESHY4WJ4DJ3ZJ}

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

Technical Report for the Forgotten-by-Design Project: Targeted Obfuscation for Machine Learning

Receipt and verification

First computed	2026-07-05T06:59:59.385932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19e7f9a83731038d9247c72c9e0d3bca70e39e206feaa429dfcc539a6b6950e6

Aliases

arxiv: 2310.08015 · arxiv_version: 2310.08015v1 · doi: 10.48550/arxiv.2310.08015 · pith_short_12: DHT7TKBXGEBY · pith_short_16: DHT7TKBXGEBY3ESH · pith_short_8: DHT7TKBX

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/DHT7TKBXGEBY3ESHY4WJ4DJ3ZJ \
  | 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: 19e7f9a83731038d9247c72c9e0d3bca70e39e206feaa429dfcc539a6b6950e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "534e0a53bf58af46803060188f5c67b7410e2fdd22d6ee2642da40bd407b3d50",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-12T03:29:53Z",
    "title_canon_sha256": "c408af2c6662917433b298676976c2ed262b522a922c46f28f1db391864d1d67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08015",
    "kind": "arxiv",
    "version": 1
  }
}