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Home/Authors/Aman Panjwani

Aman Panjwani

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1AI×1

Research Timeline

2026
CAMP: Cumulative Agentic Masking and Pruning for Privacy Protection in Multi-Turn LLM Conversations

The paper proposes CAMP, a cross-turn privacy framework that mitigates Cumulative PII Exposure (CPE) in multi-turn LLM conversations by tracking and masking accumulated personal data across the entire session.

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Papers

cs.CRcs.AIRecentApr 16, 2026

CAMP: Cumulative Agentic Masking and Pruning for Privacy Protection in Multi-Turn LLM Conversations

Aman Panjwani

The paper proposes CAMP, a cross-turn privacy framework that mitigates Cumulative PII Exposure (CPE) in multi-turn LLM conversations by tracking and masking accumulated personal data across the entire…

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