Pith Number

pith:BTZ3M4DC

pith:2025:BTZ3M4DCSM4J2R3VYSQ4BRPJ5E

not attested not anchored not stored refs pending

Unveiling Privacy Risks in LLM Agent Memory

Bo Wang, Jiliang Tang, Pengfei He, Shenglai Zeng, Weiyi He, Yue Xing, Zhen Xiang

arxiv:2502.13172 v2 · 2025-02-17 · 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{BTZ3M4DCSM4J2R3VYSQ4BRPJ5E}

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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

11 papers in Pith

Governed Shared Memory for Multi-Agent LLM Systems

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents

Local Is Not a Sufficient Privacy Boundary: Governing OS-Integrated On-Device AI

MRMMIA: Membership Inference Attacks on Memory in Chat Agents

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Receipt and verification

First computed	2026-07-05T11:14:54.004022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0cf3b6706293389d4775c4a1c0c5e9e935df05f19aeaa05415cfd6f647a1001a

Aliases

arxiv: 2502.13172 · arxiv_version: 2502.13172v2 · doi: 10.48550/arxiv.2502.13172 · pith_short_12: BTZ3M4DCSM4J · pith_short_16: BTZ3M4DCSM4J2R3V · pith_short_8: BTZ3M4DC

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/BTZ3M4DCSM4J2R3VYSQ4BRPJ5E \
  | 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: 0cf3b6706293389d4775c4a1c0c5e9e935df05f19aeaa05415cfd6f647a1001a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "073c602eed459c057c2791172b447fb4ce4a6554c178cdfbfeec24c984012375",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-17T19:55:53Z",
    "title_canon_sha256": "0adf05a09046bd43dceb89cdfe86364167249585bc85b5f4ef2e83eeb4e6a029"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.13172",
    "kind": "arxiv",
    "version": 2
  }
}