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    • 1. 发明申请
    • System and methods for adaptive model generation for detecting intrusion in computer systems
    • 用于检测计算机系统入侵的自适应模型生成的系统和方法
    • US20130031633A1
    • 2013-01-31
    • US13573314
    • 2012-09-10
    • Andrew HonigAndrew HowardEleazar EskinSalvatore J. Stolfo
    • Andrew HonigAndrew HowardEleazar EskinSalvatore J. Stolfo
    • G06F21/00
    • H04L63/14G06F17/30091G06F17/30294G06F17/30477G06F21/554G06F21/566G06N7/005G06N99/005H04L63/1416H04L63/1425H04L63/1433
    • A system and methods for detecting intrusions in the operation of a computer system comprises a sensor configured to gather information regarding the operation of the computer system, to format the information in a data record having a predetermined format, and to transmit the data in the predetermined data format. A data warehouse is configured to receive the data record from the sensor in the predetermined data format and to store the data in a SQL database. A detection model generator is configured to request data records from the data warehouse in the predetermined data format, to generate an intrusion detection model based on said data records, and to transmit the intrusion detection model to the data warehouse according to the predetermined data format. A detector is configured to receive a data record in the predetermined data format from the sensor and to classify the data record in real-time as one of normal operation and an attack based on said intrusion detection model. A data analysis engine is configured to request data records from the data warehouse according to the predetermined data format and to perform a data processing function on the data records.
    • 一种用于在计算机系统的操作中检测入侵的系统和方法,包括:传感器,被配置为收集关于计算机系统的操作的信息,将信息格式化成具有预定格式的数据记录,并且以预定的方式发送数据 数据格式。 数据仓库配置为以预定数据格式从传感器接收数据记录,并将数据存储在SQL数据库中。 检测模型生成器被配置为以预定数据格式从数据仓库请求数据记录,以基于所述数据记录生成入侵检测模型,并根据预定数据格式将入侵检测模型发送到数据仓库。 检测器被配置为从传感器接收预定数据格式的数据记录,并且将数据记录实时地分类为正常操作之一和基于所述入侵检测模型的攻击。 数据分析引擎被配置为根据预定数据格式从数据仓库请求数据记录,并对数据记录执行数据处理功能。
    • 2. 发明授权
    • System and methods for adaptive model generation for detecting intrusions in computer systems
    • 用于检测计算机系统入侵的自适应模型生成的系统和方法
    • US07225343B1
    • 2007-05-29
    • US10352342
    • 2003-01-27
    • Andrew HonigAndrew HowardEleazar EskinSalvatore J. Stolfo
    • Andrew HonigAndrew HowardEleazar EskinSalvatore J. Stolfo
    • H04L9/00
    • H04L63/14G06F17/30091G06F17/30294G06F17/30477G06F21/554G06F21/566G06N7/005G06N99/005H04L63/1416H04L63/1425H04L63/1433
    • A system and methods for detecting intrusions in the operation of a computer system comprises a sensor configured to gather information regarding the operation of the computer system, to format the information in a data record having a predetermined format, and to transmit the data in the predetermined data format. A data warehouse is configured to receive the data record from the sensor in the predetermined data format and to store the data in a database. A detection model generator is configured to request data records from the data warehouse in the predetermined data format, to generate an intrusion detection model based on said data records, and to transmit the intrusion detection model to the data warehouse according to the predetermined data format. A detector is configured to receive a data record in the predetermined data format from the sensor and to classify the data record in real-time as one of normal operation and an attack based on said intrusion detection model. A data analysis engine is configured to request data records from the data warehouse according to the predetermined data format and to perform a data processing function on the data records.
    • 一种用于在计算机系统的操作中检测入侵的系统和方法,包括:传感器,被配置为收集关于计算机系统的操作的信息,将信息格式化成具有预定格式的数据记录,并且以预定的方式发送数据 数据格式。 数据仓库被配置为以预定数据格式从传感器接收数据记录,并将数据存储在数据库中。 检测模型生成器被配置为以预定数据格式从数据仓库请求数据记录,以基于所述数据记录生成入侵检测模型,并根据预定数据格式将入侵检测模型发送到数据仓库。 检测器被配置为从传感器接收预定数据格式的数据记录,并且将数据记录实时地分类为正常操作之一和基于所述入侵检测模型的攻击。 数据分析引擎被配置为根据预定数据格式从数据仓库请求数据记录,并对数据记录执行数据处理功能。
    • 3. 发明授权
    • Systems and methods for adaptive model generation for detecting intrusions in computer systems
    • 用于检测计算机系统中入侵的自适应模型生成的系统和方法
    • US08893273B2
    • 2014-11-18
    • US11805946
    • 2007-05-25
    • Andrew HonigAndrew HowardEleazar EskinSalvatore J. Stolfo
    • Andrew HonigAndrew HowardEleazar EskinSalvatore J. Stolfo
    • G06F21/72H04L29/06G06F21/55G06F21/56
    • H04L63/14G06F17/30091G06F17/30294G06F17/30477G06F21/554G06F21/566G06N7/005G06N99/005H04L63/1416H04L63/1425H04L63/1433
    • A system and methods for detecting intrusions in the operation of a computer system comprises a sensor configured to gather information regarding the operation of the computer system, to format the information in a data record having a predetermined format, and to transmit the data in the predetermined data format. A data warehouse is configured to receive the data record from the sensor in the predetermined data format and to store the data in a SQL database. A detection model generator is configured to request data records from the data warehouse in the predetermined data format, to generate an intrusion detection model based on said data records, and to transmit the intrusion detection model to the data warehouse according to the predetermined data format. A detector is configured to receive a data record in the predetermined data format from the sensor and to classify the data record in real-time as one of normal operation and an attack based on said intrusion detection model. A data analysis engine is configured to request data records from the data warehouse according to the predetermined data format and to perform a data processing function on the data records.
    • 一种用于在计算机系统的操作中检测入侵的系统和方法,包括:传感器,被配置为收集关于计算机系统的操作的信息,将信息格式化成具有预定格式的数据记录,并且以预定的方式发送数据 数据格式。 数据仓库配置为以预定数据格式从传感器接收数据记录,并将数据存储在SQL数据库中。 检测模型生成器被配置为以预定数据格式从数据仓库请求数据记录,以基于所述数据记录生成入侵检测模型,并根据预定数据格式将入侵检测模型发送到数据仓库。 检测器被配置为从传感器接收预定数据格式的数据记录,并且将数据记录实时地分类为正常操作之一和基于所述入侵检测模型的攻击。 数据分析引擎被配置为根据预定数据格式从数据仓库请求数据记录,并对数据记录执行数据处理功能。
    • 5. 发明申请
    • Systems and methods for adaptive model generation for detecting intrusions in computer systems
    • 用于检测计算机系统中入侵的自适应模型生成的系统和方法
    • US20070239999A1
    • 2007-10-11
    • US11805946
    • 2007-05-25
    • Andrew HonigAndrew HowardEleazar EskinSalvatore Stolfo
    • Andrew HonigAndrew HowardEleazar EskinSalvatore Stolfo
    • H04L9/00
    • H04L63/14G06F17/30091G06F17/30294G06F17/30477G06F21/554G06F21/566G06N7/005G06N99/005H04L63/1416H04L63/1425H04L63/1433
    • A system and methods for detecting intrusions in the operation of a computer system comprises a sensor configured to gather information regarding the operation of the computer system, to format the information in a data record having a predetermined format, and to transmit the data in the predetermined data format. A data warehouse is configured to receive the data record from the sensor in the predetermined data format and to store the data in a SQL database. A detection model generator is configured to request data records from the data warehouse in the predetermined data format, to generate an intrusion detection model based on said data records, and to transmit the intrusion detection model to the data warehouse according to the predetermined data format. A detector is configured to receive a data record in the predetermined data format from the sensor and to classify the data record in real-time as one of normal operation and an attack based on said intrusion detection model. A data analysis engine is configured to request data records from the data warehouse according to the predetermined data format and to perform a data processing function on the data records.
    • 一种用于在计算机系统的操作中检测入侵的系统和方法,包括:传感器,被配置为收集关于计算机系统的操作的信息,将信息格式化成具有预定格式的数据记录,并且以预定的方式发送数据 数据格式。 数据仓库配置为以预定数据格式从传感器接收数据记录,并将数据存储在SQL数据库中。 检测模型生成器被配置为以预定数据格式从数据仓库请求数据记录,以基于所述数据记录生成入侵检测模型,并根据预定数据格式将入侵检测模型发送到数据仓库。 检测器被配置为从传感器接收预定数据格式的数据记录,并且将数据记录实时地分类为正常操作之一和基于所述入侵检测模型的攻击。 数据分析引擎被配置为根据预定数据格式从数据仓库请求数据记录,并对数据记录执行数据处理功能。
    • 6. 发明授权
    • Strategy market barometer
    • 战略市场晴雨表
    • US08694406B2
    • 2014-04-08
    • US13428881
    • 2012-03-23
    • C. Thomas HowardAndrew Howard
    • C. Thomas HowardAndrew Howard
    • G06Q40/00
    • G06Q40/06
    • The present invention is directed to an alternative method for gauging market participant behavior, which is identified herein as “Market Barometer.” In one embodiment, Market Barometer is based on the recent performance ranks of particular equity strategy indices as compared to their historical ranks. Significant deviations from historical ranks is a predictor of market performance over subsequent near term time periods, for example, a subsequent month and, in turn, these deviations can be used to estimate the current market expected return. Empirical tests reveal that expected market returns vary over time in line with Market Barometer readings.
    • 本发明涉及一种用于衡量市场参与者行为的替代方法,其在本文中被称为“市场晴雨表”。在一个实施例中,市场晴雨表基于特定股权战略指数与其历史排名相比的近期绩效等级。 与历史排名的重大偏差是随后的近期时期的市场表现的预测,例如,随后的一个月,反过来,这些偏差可以用于估计当前市场预期收益。 实证检验显示,预期市场回报随时间而变化,符合市场晴雨表读数。