Essays about: "botnet detection"

Showing result 1 - 5 of 7 essays containing the words botnet detection.

  1. 1. Blackhole Attack Detection in Low-Power IoT Mesh Networks Using Machine Learning Algorithms

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Hossein Keipour; [2022]
    Keywords : IoT; 6LoWPAN; RPL; Intrusion Detection System; Machine Learning;

    Abstract : Low-Power Lossy Networks (LLNs) are a type of Internet of Things (IoT) meshnetwork that collaboratively interact and perform various tasks autonomously. TheRouting Protocol for Low-power and Lossy Network (RPL) is the most used rout-ing protocol for LLNs. READ MORE

  2. 2. Scanning and Host Fingerprinting Methods for Command and Control Server Detection

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Yuki Nakamura; Björn Åström; [2021]
    Keywords : command and control; C2; CnC; botnet; scanning; probing;

    Abstract : Background. Detecting malware command and control infrastructure has impor-tant applications for protecting against attacks. Much research has focused on thisproblem, but a majority of this research has used traffic monitoring methods fordetection. Objectives. READ MORE

  3. 3. 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

  4. 4. Botnet detection on flow data using the reconstruction error from Autoencoders trained on Word2Vec network embeddings

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Kasper Ramström; [2019]
    Keywords : ;

    Abstract : Botnet network attacks are a growing issue in network security. These types of attacks consist out of compromised devices which are used for malicious activities. Many traditional systems use pre-defined pattern matching methods for detecting network intrusions based on the characteristics of previously seen attacks. READ MORE

  5. 5. DNS Traffic Analysis for Network-based Malware Detection

    University essay from KTH/Kommunikationssystem, CoS

    Author : Linh Vu Hong; [2012]
    Keywords : DNS analysis; domain-flux; fast-flux; network-based malware detection; intrusion detection;

    Abstract : Botnets are generally recognized as one of the most challenging threats on the Internet today. Botnets have been involved in many attacks targeting multinational organizations and even nationwide internet services. READ MORE