Pith Number

pith:P3B4TCLM

pith:2021:P3B4TCLMUYUH27Y3X6P7C75JFE

not attested not anchored not stored refs pending

Membership Inference on Word Embedding and Beyond

Esha Ghosh, Huseyin A. Inan, Marcello Hasegawa, Melissa Chase, Saeed Mahloujifar

arxiv:2106.11384 v1 · 2021-06-21 · cs.CL · cs.AI · 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{P3B4TCLMUYUH27Y3X6P7C75JFE}

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

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

Detecting Pretraining Data from Large Language Models

Receipt and verification

First computed	2026-07-05T02:51:28.773059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ec3c9896ca6287d7f1bbf9ff17fa92936748bd353e9b67831dad8fe67016cb8

Aliases

arxiv: 2106.11384 · arxiv_version: 2106.11384v1 · doi: 10.48550/arxiv.2106.11384 · pith_short_12: P3B4TCLMUYUH · pith_short_16: P3B4TCLMUYUH27Y3 · pith_short_8: P3B4TCLM

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/P3B4TCLMUYUH27Y3X6P7C75JFE \
  | 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: 7ec3c9896ca6287d7f1bbf9ff17fa92936748bd353e9b67831dad8fe67016cb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "feb59edf7abe59b76efe384137d95b388e020b63cfb8986195c3a31537f95ff6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-06-21T19:37:06Z",
    "title_canon_sha256": "2841ad512b13024d5dcffebf26773fbe38b0ed10976743d6e1020d70bf419cf7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.11384",
    "kind": "arxiv",
    "version": 1
  }
}