- 对人工智慧和机器学习概念的深入了解
- 熟悉网络安全原则和加密技术
- 熟悉IoT和边缘计算环境
观众
- 网络安全专业人士
- 人工智慧工程师
- 物联网开发人员
安全性对于保护在去中心化边缘设备上运行的人工智能驱动应用程序免受网络威胁和漏洞至关重要。
这门由讲师主导的现场培训（在线或现场）旨在帮助希望为Edge AI系统实施强健的安全措施和韧性战略的高级别网络安全专业人士、人工智能工程师和物联网开发人员。
此培训结束时，参与者将能够：
- 了解Edge AI部署中的安全风险和漏洞。
- 实施数据保护的加密和身份验证技术。
- 设计能够抵御网络威胁的韧性Edge AI架构。
- 在边缘环境中应用安全的人工智能模型部署策略。
课程格式
- 互动讲座和讨论。
- 大量的练习和实践。
- 在实时实验室环境中进行动手实施。
课程定制选项
- 要请求定制此课程的培训，请联系我们安排。
介绍Edge AI安全
- Edge AI安全挑战概述
- 威胁态势：针对边缘设备的网络攻击
- 监管合规和安全框架
Edge AI的加密和认证
- 用于安全AI模型的数据加密技术
- 基于硬件的安全性：TPM和安全区域
- 实施强身份验证和访问控制
安全AI模型的部署和保护
- 防止对AI模型的对抗攻击
- 模型混淆和保护的技术
- 确保模型的完整性和可信度
Edge AI系统的弹性策略
- 设计容错Edge AI架构
- 用于安全漏洞的AI驱动异常检测
- 自动化威胁响应机制
安全的边缘到云Communication
- 实施安全的通信协议
- Edge AI中的数据隐私和联邦学习
- 确保遵守行业安全标准
Edge AI安全的未来趋势和最佳实践
- 针对边缘计算的AI驱动的网络安全
- 新兴威胁和不断发展的安全策略
- AI安全中的伦理考虑
总结和结论
United Arab Emirates - Building Secure and Resilient Edge AI Systems
Qatar - Building Secure and Resilient Edge AI Systems
Egypt - Building Secure and Resilient Edge AI Systems
Saudi Arabia - Building Secure and Resilient Edge AI Systems
South Africa - Building Secure and Resilient Edge AI Systems
Brasil - Building Secure and Resilient Edge AI Systems
Canada - Building Secure and Resilient Edge AI Systems
中国 - Building Secure and Resilient Edge AI Systems
香港 - Building Secure and Resilient Edge AI Systems
澳門 - Building Secure and Resilient Edge AI Systems
台灣 - Building Secure and Resilient Edge AI Systems
USA - Building Secure and Resilient Edge AI Systems
Österreich - Building Secure and Resilient Edge AI Systems
Schweiz - Building Secure and Resilient Edge AI Systems
Deutschland - Building Secure and Resilient Edge AI Systems
Czech Republic - Building Secure and Resilient Edge AI Systems
Denmark - Building Secure and Resilient Edge AI Systems
Estonia - Building Secure and Resilient Edge AI Systems
Finland - Building Secure and Resilient Edge AI Systems
Greece - Building Secure and Resilient Edge AI Systems
Magyarország - Building Secure and Resilient Edge AI Systems
Ireland - Building Secure and Resilient Edge AI Systems
Luxembourg - Building Secure and Resilient Edge AI Systems
Latvia - Building Secure and Resilient Edge AI Systems
España - Building Secure and Resilient Edge AI Systems
Italia - Building Secure and Resilient Edge AI Systems
Lithuania - Building Secure and Resilient Edge AI Systems
Nederland - Building Secure and Resilient Edge AI Systems
Norway - Building Secure and Resilient Edge AI Systems
Portugal - Building Secure and Resilient Edge AI Systems
România - Building Secure and Resilient Edge AI Systems
Sverige - Building Secure and Resilient Edge AI Systems
Türkiye - Building Secure and Resilient Edge AI Systems
Malta - Building Secure and Resilient Edge AI Systems
Belgique - Building Secure and Resilient Edge AI Systems
France - Building Secure and Resilient Edge AI Systems
日本 - Building Secure and Resilient Edge AI Systems
Australia - Building Secure and Resilient Edge AI Systems
Malaysia - Building Secure and Resilient Edge AI Systems
New Zealand - Building Secure and Resilient Edge AI Systems
Philippines - Building Secure and Resilient Edge AI Systems
Singapore - Building Secure and Resilient Edge AI Systems
Thailand - Building Secure and Resilient Edge AI Systems
Vietnam - Building Secure and Resilient Edge AI Systems
India - Building Secure and Resilient Edge AI Systems
Argentina - Building Secure and Resilient Edge AI Systems
Chile - Building Secure and Resilient Edge AI Systems
Costa Rica - Building Secure and Resilient Edge AI Systems
Ecuador - Building Secure and Resilient Edge AI Systems
Guatemala - Building Secure and Resilient Edge AI Systems
Colombia - Building Secure and Resilient Edge AI Systems
México - Building Secure and Resilient Edge AI Systems
Panama - Building Secure and Resilient Edge AI Systems
Peru - Building Secure and Resilient Edge AI Systems
Uruguay - Building Secure and Resilient Edge AI Systems
Venezuela - Building Secure and Resilient Edge AI Systems
Polska - Building Secure and Resilient Edge AI Systems
United Kingdom - Building Secure and Resilient Edge AI Systems
South Korea - Building Secure and Resilient Edge AI Systems
Pakistan - Building Secure and Resilient Edge AI Systems
Sri Lanka - Building Secure and Resilient Edge AI Systems
Bulgaria - Building Secure and Resilient Edge AI Systems
Bolivia - Building Secure and Resilient Edge AI Systems
Indonesia - Building Secure and Resilient Edge AI Systems
Kazakhstan - Building Secure and Resilient Edge AI Systems
Moldova - Building Secure and Resilient Edge AI Systems
Morocco - Building Secure and Resilient Edge AI Systems
Tunisia - Building Secure and Resilient Edge AI Systems
Kuwait - Building Secure and Resilient Edge AI Systems
Oman - Building Secure and Resilient Edge AI Systems
Slovakia - Building Secure and Resilient Edge AI Systems
Kenya - Building Secure and Resilient Edge AI Systems
Nigeria - Building Secure and Resilient Edge AI Systems
Botswana - Building Secure and Resilient Edge AI Systems
Slovenia - Building Secure and Resilient Edge AI Systems
Croatia - Building Secure and Resilient Edge AI Systems
Serbia - Building Secure and Resilient Edge AI Systems
Bhutan - Building Secure and Resilient Edge AI Systems