Pith Number

pith:EMCGPOXE

pith:2025:EMCGPOXEYJFN4Q2ELFNCYX4JJO

not attested not anchored not stored refs pending

Lost in Modality: Evaluating the Effectiveness of Text-Based Membership Inference Attacks on Large Multimodal Models

Feifei Sun, Le Minh Nguyen, Ziyi Tong

arxiv:2512.03121 v2 · 2025-12-02 · cs.CR · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EMCGPOXEYJFN4Q2ELFNCYX4JJO}

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.

Receipt and verification

First computed	2026-05-22T01:03:51.482428Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

230467bae4c24ade4344595a2c5f894bab2f08004f2d03ebd16aa91381b184df

Aliases

arxiv: 2512.03121 · arxiv_version: 2512.03121v2 · doi: 10.48550/arxiv.2512.03121 · pith_short_12: EMCGPOXEYJFN · pith_short_16: EMCGPOXEYJFN4Q2E · pith_short_8: EMCGPOXE

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/EMCGPOXEYJFN4Q2ELFNCYX4JJO \
  | 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: 230467bae4c24ade4344595a2c5f894bab2f08004f2d03ebd16aa91381b184df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d91feab79f0023545ba78092b4fa89b8b97ac92525ea370e48652bb6d635606",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-12-02T14:11:51Z",
    "title_canon_sha256": "2c691c2f88d70b75e6d830da02f3299ef525d14bb2efe0385ae2c619bfbdf07a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.03121",
    "kind": "arxiv",
    "version": 2
  }
}