首页>
外国专利>
METHODS FOR PROTECTING PATTERN CLASSIFICATION NODE FROM MALICIOUS REQUESTS AND RELATED NETWORKS AND NODES
METHODS FOR PROTECTING PATTERN CLASSIFICATION NODE FROM MALICIOUS REQUESTS AND RELATED NETWORKS AND NODES
展开▼
机译:从恶意请求及相关网络和节点中保护模式分类节点的方法
展开▼
页面导航
摘要
著录项
相似文献
摘要
A method of operating a protection node for protecting a pattern classification node from malicious requests may be provided. The protection node may receive, from a user node, a request containing an original pattern to be classified by a machine learning algorithm performed by the pattern classification node. The protection node may add noise to the original pattern to generate a noisy pattern. The protection node may obtain a first classification of the noisy pattern based on processing of the noisy pattern by a first clone of the machine learning algorithm at the protection node; obtain a second classification of the original pattern based forwarding the request for processing of the original pattern by the machine learning algorithm performed at the pattern classification node; and compare the first and second classifications to determine whether the first and second classifications satisfy a defined similarity rule. The protection node may use the comparison to manage the request from the user node.
展开▼