Pith Number

pith:BB2EDJ7W

pith:2024:BB2EDJ7WF2CKYA7CQLNHMXRZNT

not attested not anchored not stored refs pending

"Ghost of the past": identifying and resolving privacy leakage from LLM's memory through proactive user interaction

Bo Shui, Haobin Xing, Hewu Li, Jingyu Tang, Lyumanshan Ye, Pengfei Liu, Shuning Zhang, Xin Yi

arxiv:2410.14931 v1 · 2024-10-19 · cs.HC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BB2EDJ7WF2CKYA7CQLNHMXRZNT}

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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

4 papers in Pith

Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows

Focused on the User, Overlooking the Risks: Security and Privacy Understandings, Practices and Challenges of Independent Chinese AI Agent Developers

When Are LLM Inferences Acceptable? User Reactions and Control Preferences for Inferred Personal Information

Your LLM Agent Can Leak Your Data: Data Exfiltration via Backdoored Tool Use

Receipt and verification

First computed	2026-07-05T09:22:46.624178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

087441a7f62e84ac03e282da765e396ccac5cf567b1057529e3201d3221c07a5

Aliases

arxiv: 2410.14931 · arxiv_version: 2410.14931v1 · doi: 10.48550/arxiv.2410.14931 · pith_short_12: BB2EDJ7WF2CK · pith_short_16: BB2EDJ7WF2CKYA7C · pith_short_8: BB2EDJ7W

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/BB2EDJ7WF2CKYA7CQLNHMXRZNT \
  | 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: 087441a7f62e84ac03e282da765e396ccac5cf567b1057529e3201d3221c07a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0d07b48cbbfbc8fa2802f38a8a4dfdd7bc411b104909b00f8dac99530cad6fc",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2024-10-19T01:35:26Z",
    "title_canon_sha256": "7ea4cd6f865d9bfdf56402f3a0b3b5cc53caabc038947e5f8259f09d1bf2158e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14931",
    "kind": "arxiv",
    "version": 1
  }
}