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School of Public Policy

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Navigating the Privacy Landscape of Large Language Models: Challenges, Technologies, and Policy Directions

2024-05-05 , Kelklie, Moges

Data privacy has become a key concern of large language models(LLMs), both in the large trove of information they can infer and in the inherent inflexibility of models in forgetting the learned data. LLMs do not have an easy way to delete information; sensitive data could be inferred through prompt engineering, thus raising concerns about data privacy. This article attempts to address the challenge of LLM data privacy and how policy can help mitigate some of the privacy concerns.

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Bangladesh Bank Cyber Heist: Incident Analysis

2022 , Balu, Ramkumar

In one of the largest cyber heists that took place in February 2016, the Central Bank of Bangladesh (Bangladesh Bank) lost $81 million from its account held in Federal Reserve Bank of New York. By applying Diamond model of Intrusion Analysis, the paper discusses core features and phases involved in the attack. In the later part, the paper discusses policy assessment at various levels as well as the policy impact that happened in response to the incident.

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