Pith Number

pith:OGSYPORT

pith:2022:OGSYPORTK5KO5HMPLKCLPTMVYZ

not attested not anchored not stored refs pending

Membership Inference Attacks by Exploiting Loss Trajectory

Michael Backes, Yang Zhang, Yiyong Liu, Zhengyu Zhao

arxiv:2208.14933 v1 · 2022-08-31 · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OGSYPORTK5KO5HMPLKCLPTMVYZ}

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

2 papers in Pith

idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

Single-Sample Black-Box Membership Inference Attack against Vision-Language Models via Cross-modal Semantic Alignment

Receipt and verification

First computed	2026-07-05T04:53:36.765844Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71a587ba335754ee9d8f5a84b7cd95c655d30f44609f9d8b77812edd094e65e6

Aliases

arxiv: 2208.14933 · arxiv_version: 2208.14933v1 · doi: 10.48550/arxiv.2208.14933 · pith_short_12: OGSYPORTK5KO · pith_short_16: OGSYPORTK5KO5HMP · pith_short_8: OGSYPORT

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/OGSYPORTK5KO5HMPLKCLPTMVYZ \
  | 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: 71a587ba335754ee9d8f5a84b7cd95c655d30f44609f9d8b77812edd094e65e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ee159ff637467a96ebb6853e242a6d1c6a7701536f0754e8a224a661975e298",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2022-08-31T16:02:26Z",
    "title_canon_sha256": "87d4e172ba24e3ad93497dd5d51a5461eb370a780d2718ea0cce5adc30cb403b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.14933",
    "kind": "arxiv",
    "version": 1
  }
}