• Data Security Challenges in AI-Enabled Medical Devices - a conversation

  • 2024/12/03
  • 再生時間： 33 分
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Data Security Challenges in AI-Enabled Medical Devices - a conversation

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    Summary

    This research paper examines data security challenges in AI-enabled medical device software. The authors explore various threats, including data breaches, adversarial attacks (data poisoning and evasion attacks), cyberattacks, and insider threats. They also highlight the difficulties posed by a lack of skilled cybersecurity personnel and the complexity of existing security standards. The paper concludes by emphasizing the need to address these challenges to ensure the trustworthiness and safe adoption of AI in healthcare.
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checkout this popular paper as a hosted conversation

Summary

This research paper examines data security challenges in AI-enabled medical device software. The authors explore various threats, including data breaches, adversarial attacks (data poisoning and evasion attacks), cyberattacks, and insider threats. They also highlight the difficulties posed by a lack of skilled cybersecurity personnel and the complexity of existing security standards. The paper concludes by emphasizing the need to address these challenges to ensure the trustworthiness and safe adoption of AI in healthcare.
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