{"product_id":"detection-model-for-cyber-attacks-application-of-data-mining-von-amruta-surana","title":"Detection Model for Cyber Attacks-Application of Data Mining","description":"\u003cp\u003eIntrusion detection systems (IDS) are important elements in network defenses to help protect against increasingly sophisticated cyber attacks. This project objective presents a novel anomaly detection technique that can be used to detect previously unknown attacks on a network by identifying attack features. This effects-based feature identification method uniquely combines k-means clustering; NaiveBayes feature selection and C4.5 decision tree classification for finding cyber attacks with a high degree of accuracy and it used KDD99CUP dataset as input. Basically it detects whether the attacks are there or not, like IPSWEEP, NEPTUNE, SMURF.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786203042290\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9786203042290","offer_id":39465837527133,"sku":"9786203042290","price":39.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/95b4747b-2975-442a-a612-cd910665a3b9.jpg?v=1773732524","url":"https:\/\/shop.autorenwelt.de\/en\/products\/detection-model-for-cyber-attacks-application-of-data-mining-von-amruta-surana","provider":"Autorenwelt Shop","version":"1.0","type":"link"}