[PDF] Top 20 Botnet Detection through DNS based approach

... typical botnet can be created and maintained in five phases including: initial infection, secondary injection, connection, malicious command and control, update and maintenance ...machines through different ... See full document

... three detection approaches ie, centralized, decentralized and ...for detection of botnets can be broadly classified as i)Signature-based approach which maintains a list of botnet ... See full document

... Table -4 depicts our evaluation results where the average number of FP or FN hosts is calculated during the entire period of evaluation. The average FP or FN rate is the number of FP hosts divided by the total number of ... See full document

... a botnet detection technique based on structured graph analysis that localizes botnet members by identifying unique communication pat- terns arising from the overlay topologies prevalent in a ... See full document

... Anomaly Based Botnet Detection: This approach tries to detect Botnet based on number of network traffic anomalies such as high network latency, high volumes of traffic, traffic ... See full document

... pass through the network ...DDoS approach uses features like payload, TTL, Hop count, Hop ...attack detection. This article aims at performing DDoS attack detection in different forms like ... See full document

... network through the classification based on their ...the botnet detection system which identifies a botnet activity in a network, based on traffic behavior analysis and flow ... See full document

... A botnet may be a range of net computers that, though their homeowners are unaware of it, are got wind of to forward transmissions (including spam or viruses) to alternative computers on the ...two-stage ... See full document

... A botnet (also referred to as a zombie army) may be a range of net computers that, though their homeowners are unaware of it, are got wind of to forward transmissions (including spam or viruses) to alternative ... See full document

... failure detection and the similarity of the problem with intrusion and abnormality detection, a number of works based on these techniques have been ...novel approach towards intrusion ... See full document

... effective detection among different types of botnets and new botnets From the previous studies and research work it can be concluded that Botnet connection has specific network flow characteristics in which ... See full document

... threats, botnet members have the ability to be directed and controlled via C&C messages from the botmaster over common protocols such as IRC and HTTP, or even over covert and unknown ...IRC botnet and ... See full document

... content- based signature detection to differentiate between normal and malicious SMS based on the content of the SMS and then send abnormal SMS to the detection module for further ...possible ... See full document

... that DNS servers have also been the targets of ...the DNS protocol or bugs in the DNS ...the DNS server unavailable for genuine ...a DNS cache poisoning attack is used to get control ... See full document

... OS, botnet attacks on mobiles and detection ...offered detection techniques, such as: a) static techniques: permission based analysis, signature-based approach and virtual ... See full document

... mobile botnet detection system, called ...mobile botnet based on prior training us- ing machine learning ...Our approach has been evaluated using real mobile device traffic captured ... See full document

... Intrusion prevention systems are more intelligent than detection-only systems in that they take a more proactive approach to traffic monitoring. Not only will these devices alert on certain events, but they ... See full document

... of botnet and botnet detection. The survey clarifies botnet phenomenon and discusses botnet detection ...channels through which they can be updated and directed. Recently, ... See full document

... We have also listed some of the notable solutions that have been proposed to provide for security in such MANETs. Further, we have described their modus operandi, key advantages and the threats that they are vulnerable ... See full document

... NN approach is much more capable of identifying precisely the proportion of detected malicious domains that are part of a greater botnet than any Bayesian-based classifier ... See full document