Essays about: "Intrusion Detection System"

Showing result 1 - 5 of 47 essays containing the words Intrusion Detection System.

  1. 1. Machine learning and system administration : A structured literature review

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Karl Jonsson; [2020]
    Keywords : Intrusion Detection systems; IDS; Machine Learning; Anti-virus; Anti-malware; malware;

    Abstract : Denna literaturöversikt går igenom två olika system inom IT-säkerhet och hur de fungerar tillsammans med maskinlärningstekniker till en relativt ytlig nivå.Syftet med denna rapport är att kunna sammanfatta dessa system och se hur de kan hjälpa med en systemadministratörs uppgifter, hur det kan användas för automatisera och vad för positiva och negativa förändringar det kan ha på en infrastruktur. READ MORE

  2. 2. A Concept for an Intrusion Detection System over Automotive Ethernet

    University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

    Author : Hanna Lindwall; Pontus Ovhagen; [2020]
    Keywords : Intrusion Detection System; Deep Packet Inspection; Specification-based Detection; Anomaly-based Detection; V2G; Automotive Ethernet.; Technology and Engineering;

    Abstract : A modern automotive vehicle is a complex technical system, containing many electronic, mechanical, and software parts. Typically, a high-end vehicle contains 70 or more electronic control units (ECUs) on average. READ MORE

  3. 3. DDoS datasets : Use of machine learning to analyse intrusion detection performance

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Stefanos Kiourkoulis; [2020]
    Keywords : ;

    Abstract : Threats of malware, attacks and intrusion have been around since the very conception ofcomputing. Yet, it was not until the sudden growth of the internet that awareness of security anddigital assets really started to pick up steam. READ MORE

  4. 4. Analyzing Radial Basis Function Neural Networks for predicting anomalies in Intrusion Detection Systems

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Sai Shyamsunder Kamat; [2019]
    Keywords : anomaly; cyber security; evaluation; machine learning; radial basis function; random forest classifier; supervised learning; anomali; cybersäkerhet; utvärdering; maskininlärning; radialbaserad funktion; slumpmässig skogsklassificering; övervakad inlärning;

    Abstract : In the 21st century, information is the new currency. With the omnipresence of devices connected to the internet, humanity can instantly avail any information. However, there are certain are cybercrime groups which steal the information. READ MORE

  5. 5. Machine Learning for a Network-based Intrusion Detection System : An application using Zeek and the CICIDS2017 dataset

    University essay from KTH/Hälsoinformatik och logistik

    Author : Vilhelm Gustavsson; [2019]
    Keywords : Machine Learning; Flow-based traffic characterization; Intrusion Detection System IDS ; Zeek; Bro; CICIDS2017; Scikit-Learn; Maskininlärning; Flödesbaserad trafik-karaktärisering; Intrångsdetekteringssystem IDS ; Zeek; Bro; CICIDS2017; Scikit-Learn;

    Abstract : Cyber security is an emerging field in the IT-sector. As more devices are connected to the internet, the attack surface for hackers is steadily increasing. Network-based Intrusion Detection Systems (NIDS) can be used to detect malicious traffic in networks and Machine Learning is an up and coming approach for improving the detection rate. READ MORE