Pith Number

pith:AR7H3QIW

pith:2025:AR7H3QIWHBKM7EP6AEOFO22MEQ

not attested not anchored not stored refs pending

Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis

Disha Makhija, Manoj Ghuhan Arivazhagan, Rashmi Gangadharaiah, Vinayshekhar Bannihatti Kumar

arxiv:2509.05449 v1 · 2025-09-05 · cs.LG · 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{AR7H3QIWHBKM7EP6AEOFO22MEQ}

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	2026-07-05T12:05:47.833438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

047e7dc1163854cf91fe011c576b4c243ae8a5057a950e1dee7f47c4c081f8cb

Aliases

arxiv: 2509.05449 · arxiv_version: 2509.05449v1 · doi: 10.48550/arxiv.2509.05449 · pith_short_12: AR7H3QIWHBKM · pith_short_16: AR7H3QIWHBKM7EP6 · pith_short_8: AR7H3QIW

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/AR7H3QIWHBKM7EP6AEOFO22MEQ \
  | 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: 047e7dc1163854cf91fe011c576b4c243ae8a5057a950e1dee7f47c4c081f8cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e1cbf26fec0ca06c571597c2f30672ad60a2ae9eb27c3c83da8a0bf8e8d44f6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-05T19:05:49Z",
    "title_canon_sha256": "3737cf2189dc96eb2993f48f832e64c7f482b44edb38d6732e7e509508c7db80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05449",
    "kind": "arxiv",
    "version": 1
  }
}