Essays about: "intrusion detection system in network security"

Showing result 21 - 25 of 40 essays containing the words intrusion detection system in network security.

  1. 21. 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

  3. 22. 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

  4. 23. Security Threats and Countermeasures for Connected Vehicles

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

    Author : Xuwei Gong; [2019]
    Keywords : Connected vehicle; Use case; Threat analysis; Countermeasures; anslutna fordon; användningsfall; hotanalys; motåtgärd;

    Abstract : With the rapid development of connected vehicles, automotive security has become one of the most important topics. To study how to protect the security of vehicle communication, we analyze potential threats for connected vehicles and discuss countermeasures to mitigate these threats. READ MORE

  5. 24. Reactive security of IoT communications

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

    Author : Younes Laaboudi; [2019]
    Keywords : ;

    Abstract : IoT networks’ intrinsic vulnerabilities can be protected through intru- sion detection and response systems (IDRS). Anomaly-based intrusion detection offers multiple advantages: it can detect unknown attacks and it can adapt to multiple types of protocols. READ MORE

  6. 25. Improving the security of exposed safety critical systems using SDN

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

    Author : Daniel Bjarnestig; Filippa De Laval; [2019]
    Keywords : Software defined network; SDN; network security; Ryu; Technology and Engineering;

    Abstract : The purpose of this thesis is to study if software defined networks (SDN) can function as a second layer of defence in safety critical sensor networks. SDNs are controlled and topologically defined by a logically centralised control unit. READ MORE