树突状细胞算法的清晰表达和澄清
Articulation and Clarification of the Dendritic Cell Algorithm
University of Nottingham（诺丁汉大学）
摘要：
树突状细胞算法（DCA）的灵感来自于最近在先天免疫方面的工作。本文给出了DCA的形式化描述。详细描述了DCA，并说明了其作为异常检测器的使用范围内的计算机安全。执行端口扫描检测任务以证实信号选择对算法行为的影响。实验结果提供了不同的输入信号映射的比较。
英文摘要：
The Dendritic Cell algorithm (DCA) is inspired by recent work in innate immunity. In this paper a formal description of the DCA is given. The DCA is described in detail, and its use as an anomaly detector is illustrated within the context of computer security. A port scan detection task is performed to substantiate the influence of signal selection on the behaviour of the algorithm. Experimental results provide a comparison of differing input signal mappings.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
