倡导神经数据隐私和神经技术监管
1Neurotechnology Center, Columbia University, New York, NY, USA. rmy5@columbia.edu.
Nature protocols
|September 11, 2023
概括
神经设备技术提供了好处,但会危及个人神经隐私. 需要新的法规和技术保障来保护敏感的神经数据,并指导伦理神经技术的发展.
科学领域:
- 神经科学是一个神经科学.
- 生物伦理学生物伦理学
- 人工智能的人工智能
背景情况:
- 植入式和非植入式神经设备提供了重要的科学和临床进展.
- 人工智能和数据聚合工具的日益复杂化对个人神经隐私构成风险.
- 目前的监管框架缺乏关于神经数据的伦理处理的规定.
研究的目的:
- 提高人们对人工智能解码敏感神经数据和损害神经隐私的潜力的认识.
- 突出有关神经数据的现有法规中的不足.
- 倡导加强神经数据保护的伦理准则和技术解决方案.
主要方法:
- 审查目前的神经数据分析中的AI能力.
- 分析现有的监管框架及其局限性.
- 提出技术解决方案 (加密,差异隐私,联合学习) 和政策建议.
主要成果:
- 人工智能算法可以解码和分析敏感的神经数据,从而造成重大隐私风险.
- 现有的法规不足以防止神经数据的不受限制的解码和商业化.
- 对于管理神经技术的强有力的伦理和法律框架有着至关重要的需要.
结论:
- 实施道德准则,人权原则和技术保障对于保护神经数据隐私至关重要.
- 建议将来自大脑的数据归类为敏感的健康数据,并适用医疗法规.
- 类似于希波克拉底誓言的专业行为准则和社会拒绝神经数据滥用对于负责任的神经技术进步至关重要.
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