Pith Number

pith:MLQXUKTX

pith:2024:MLQXUKTX6R5JP2A7YN3J2YHEA3

not attested not anchored not stored refs pending

Pirates of the RAG: Adaptively Attacking LLMs to Leak Knowledge Bases

Christian Di Maio, Cristian Cosci, Marco Maggini, Stefano Melacci, Valentina Poggioni

arxiv:2412.18295 v2 · 2024-12-24 · 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{MLQXUKTX6R5JP2A7YN3J2YHEA3}

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

3 papers in Pith

ALDEN: Boosting Private Data Extraction from Retrieval-Augmented Generation Systems via Active Learning and Distribution Estimation

Differentially Private Synthetic Text Generation for Retrieval-Augmented Generation (RAG)

ADAM: A Systematic Data Extraction Attack on Agent Memory via Adaptive Querying

Receipt and verification

First computed	2026-07-05T09:55:15.636548Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62e17a2a77f47a97e81fc3769d60e406ddd0579aee9f996030a1719f895152ea

Aliases

arxiv: 2412.18295 · arxiv_version: 2412.18295v2 · doi: 10.48550/arxiv.2412.18295 · pith_short_12: MLQXUKTX6R5J · pith_short_16: MLQXUKTX6R5JP2A7 · pith_short_8: MLQXUKTX

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/MLQXUKTX6R5JP2A7YN3J2YHEA3 \
  | 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: 62e17a2a77f47a97e81fc3769d60e406ddd0579aee9f996030a1719f895152ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e6d0fb2783b083f76bfc73bd55892fc00ed622eace14cbc3b7aca6e0486edf8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-12-24T09:03:57Z",
    "title_canon_sha256": "00a288863ab787c2dd4d8dbe1ccd6a7b6e44182d48f14b66175a0c838b8036d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18295",
    "kind": "arxiv",
    "version": 2
  }
}