基于机器学习的Web异常流量检测系统的技术可行性分析
时间: 2023-02-08 17:43:30 浏览: 172
基于机器学习的Web异常流量检测系统是可行的。该系统可以通过分析Web流量数据来识别异常流量并自动触发预防措施。常用的机器学习技术包括聚类算法、异常检测算法和模式识别算法。这些算法可以从大量的历史数据中学习正常的流量模式,并通过与实时数据的比较来识别异常。
不过, 系统的准确性取决于数据的质量, 所有的历史数据和实时数据的格式都要统一并且要符合完整性. 此外,由于网络攻击手段日新月异, 因此系统需要不断更新和改进, 来应对新型攻击.
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