使用SQUARE方法论制定自动驾驶船舶的网络安全要求.
1DSLAB Company Ltd., Seoul 08511, Republic of Korea.
Sensors (Basel, Switzerland)
|June 10, 2023
概括
自动驾驶船只的人工智能 (AI) 的网络安全至关重要. 本研究确定了人工智能的漏洞,并提出了网络安全要求,以应对海事行业的网络威胁.
科学领域:
- 海洋技术的海洋技术
- 人工智能的人工智能是人工智能.
- 网络安全 网络安全
背景情况:
- 自动驾驶船只依靠人工智能进行导航和环境识别,而无需人类干预.
- 增加实时监控和远程控制的船舶与陆地连接,为船上数据和人工智能系统带来了重大网络威胁.
研究的目的:
- 调查用于自动驾驶船舶的AI技术中的网络安全漏洞.
- 展示潜在的网络攻击场景,针对自动驾驶船只中的AI系统.
- 为自动驾驶船AI制定基本的网络安全要求.
主要方法:
- 分析船舶系统和人工智能技术的漏洞.
- 开发特定于自动驾驶船舶的网络攻击场景.人工智能.
- 安全质量要求工程 (SQUARE) 方法的应用.
主要成果:
- 识别应用到自动驾驶船只的AI中的各种漏洞.
- 呈现了针对这些AI系统的可信的网络攻击场景.
- 制定特定的网络威胁和网络安全要求.
结论:
- 人工智能的网络安全与自动驾驶船只的传统船舶系统安全一样重要.
- 主动识别漏洞和制定量身定制的网络安全措施至关重要.
- 该SQUARE方法提供了一个框架,用于定义自主海上AI的强有力的网络安全要求.
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