A Wide Scale Survey on Clustering Techniques for Malware Detection

نویسنده

  • Ankur Singh Bist
چکیده

Use of internet has enhanced the problem of malwares. At the same time the advancement in technology has given rise to evolution of portable mobile devices. It has become the danger point of day today activities like mails, mobile banking etc. Our purpose is to trace various clustering techniques for malware detection.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Classification of encrypted traffic for applications based on statistical features

Traffic classification plays an important role in many aspects of network management such as identifying type of the transferred data, detection of malware applications, applying policies to restrict network accesses and so on. Basic methods in this field were using some obvious traffic features like port number and protocol type to classify the traffic type. However, recent changes in applicat...

متن کامل

BitShred: Fast, Scalable Malware Triage

The sheer volume of new malware found each day is enormous. Worse, current trends show the amount of malware is doubling each year. The large-scale volume has created a need for automated large-scale triage techniques. Typical triage tasks include clustering malware into families and finding the nearest neighbor to a given malware. In this paper we propose efficient techniques for largescale ma...

متن کامل

An Empirical Comparison of Distance Measures for Multivariate Time Series Clustering

Multivariate time series (MTS) data are ubiquitous in science and daily life, and how to measure their similarity is a core part of MTS analyzing process. Many of the research efforts in this context have focused on proposing novel similarity measures for the underlying data. However, with the countless techniques to estimate similarity between MTS, this field suffers from a lack of comparative...

متن کامل

A Survey on Techniques in Detection and Analyzing Malware Executables

The computer technology has emerged as a necessity in our day to day life to deal with various aspects like education, banking, communication, entertainment etc. Computer system’s security is threatened by weapons named as malware to accomplish malicious intention of its writers. Various solutions are available to detect these threats like AV Scanners, Intrusion Detection System, and Firewalls ...

متن کامل

Survey on Different Kinds of Malware and their Detection

As computer technology is becoming necessity in our day to day life in various aspects like education, communication, banking etc., computer system’s security becomes the main concern nowadays. Malware is getting its roots strong due to this emerging growth of high speed internet, so detection and removal of these malware in an effective manner is very essential. Malware detectors are the tools...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2017