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568 results about "Network intrusion detection" patented technology

Enabling network intrusion detection by representing network activity in graphical form utilizing distributed data sensors to detect and transmit activity data

A method, system, and computer program product for detecting and mapping activity occurring at and between devices on a computer network for utilization within an intrusion detection mechanism. An enhanced graph matching intrusion detection system (eGMIDS) utility executing on a control server provides data collection functions and data fusion techniques. The eGMIDS comprises multiple sensors and associated unique adaptors that are located at different remote devices of the network and utilized to detect specific types of activity occurring at the respective devices relevant to eGMIDS processing. The sensors convert the data into eGMIDS format and encapsulate the data in a special transmission packet that is transmitted to the control server. The eGMIDS utility converts the activity data within these packets into eGMIDS-usable format and then processes the converted data via a data fusion technique to generate a graphical representation of the network (devices) and the activity occurring at / amongst the various devices.
Owner:NORTHROP GRUMMAN SYST CORP

Network intrusion detection in a network that includes a distributed virtual switch fabric

A network intrusion detection system (NIDS) works in conjunction with a distributed virtual switch fabric to provide enhanced network intrusion detection in a way that does not require as much human intervention, autonomically adjusts to hardware changes in the network, and responds much more quickly than known network intrusion detection systems. The NIDS accesses network information from the distributed virtual switch fabric, which gives the NIDS access to a virtual view that includes hardware information for all networking devices in the network. This allows the NIDS to automatically determine network topology, update itself as hardware in the network is added or changed, and promptly take automated service actions in response to detected network intrusions. The result is a NIDS that is easier to configure, maintain, and use, and that provides enhanced network security.
Owner:LENOVO ENTERPRISE SOLUTIONS SINGAPORE

Intrusion detection method and intrusion detection system based on sustainable ensemble learning

The invention, which belongs to the technical field of network intrusion detection, discloses an intrusion detection method and intrusion detection system based on sustainable ensemble learning. A multi-class regression model is constructed by using a class probability output and a classification confidence product of an individual learner as training data, so that the decision-making process of the ensemble learning has high adaptability to the attack type to improve the detection accuracy. At the model updating stage, parameters and decision results of historical models are added into the training process of a new model, thereby completing incremental learning of the model. According to the invention, on the basis of the ensemble learning fusion plan of the multi-regression model, the decision-making weights of the individual learner during the detection processes for different attack types are allocated in a fine granularity manner; and the parameters and results of the historical models are used for training the new model, so that the stability of the model is improved and the sustainability of the learning process is ensured. Besides, the experiment result is compared with theexisting MV and WMV plans, the accuracy, stability and sustainability of the intrusion detection method and intrusion detection system are verified.
Owner:XIDIAN UNIV
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