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The word Botnet is formed from the words 'robot' and 'network'. Cybercriminals use special Trojan viruses to breach the security of several users' computers, take control of each computer and organise all of the infected machines into a network of 'bots' that the criminal can remotely manage. botnet is a collection of internet-connected devices, which may include PCs, servers, mobile devices and internet of things devices that are infected and controlled by a common type of malware.

Wide-Scale Botnet Detection and Characterization.
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Abstract Malicious botnets are networks of compromised computers that are controlled remotely to perform large-scale distributed denial-of-service (DDoS) attacks, send spam, trojan and phishing emails, distribute pirated media or conduct other usually illegitimate

Modeling Botnet Propagation Using Time Zones.
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Abstract Time zones play an important and unexplored role in malware epidemics. To understand how time and location affect malware spread dynamics, we studied botnets, or large coordinated collections of victim machines (zombies) controlled by attackers. Over a

My botnet is bigger than yours (maybe, better than yours): why size estimates remain challenging
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Abstract As if fueled by its own fire, curiosity and speculation regarding botnet sizes abounds. Among researchers, in the press, and in the classroom the questions regarding the widespread effect of botnets seem never-ending: what are they how many are there

Botnet detection based on network behavior
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Current techniques for detecting botnets examine traffic content for IRC commands, monitor DNS for strange usage, or set up honeynets to capture live bots. Our botnet detection approach is to examine flow characteristics such as bandwidth, packet timing, and burst

Bots botnet : An overview
free download

Abstract Using thousands of zombie machines to launch distributed denial of service attack against enterprise and government internet resources by attackers is becoming dangerously common trend. To create this army of zombie internet hosts, attackers typically infect

Insights from the Inside: A View of Botnet Management from Infiltration.
free download

Abstract Recent work has leveraged botnet infiltration techniques to track the activities of bots over time, particularly with regard to spam campaigns. Building on our previous success in reverseengineering CC protocols, we have conducted a 4-month infiltration of

Botnet detection and response
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Botnet Detection and Response The Network is the Infection David Dagon dagon@cc.gatech. edu Georgia Institute of Technology College of Computing OARC Workshop, 2005 David Dagon Botnet Detection and Response Page 2. Motivation/Overview Taxonomy Detection Response

Botnet Judo: Fighting Spam with Itself.
free download

Abstract We have traditionally viewed spam from the receivers point of view: mail servers assaulted by a barrage of spam from which we must pick out a handful of legitimate messages. In this paper we describe a system for better filtering spam by exploiting the

Botnet communication topologies
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A clear distinction between a bot agent and a common piece of malware lies within a bots ability to communicate with a Command-and-Control (CnC) infrastructure. CnC allows a bot agent to receive new instructions and malicious capabilities, as dictated by a remote criminal

The real face of koobface: The largest web 2.0 botnet explained
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Nothing encapsulates the Web 2.0 concept more than social networking sites, which provide users the ability to connect, communicate, and share with others. Social networking sites also serve as a platform for the advertising industry. They allow businesses to become

Not-a-Bot: Improving Service Availability in the Face of Botnet Attacks.
free download

Abstract A large fraction of email spam, distributed denial-ofservice (DDoS) attacks, and click- fraud on web advertisements are caused by traffic sent from compromised machines that form botnets. This paper posits that by identifying human-generated traffic as such, one can

Honeynet-based botnet scan traffic analysis
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With the increasing importance of Internet in everyones daily life, Internet security poses a serious problem. Nowadays, botnets are the major tool to launch Internetscale attacks. A botnet is a network of compromised machines that is remotely controlled by an attacker. In

So You Want to Take Over a Botnet
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Abstract Computer criminals regularly construct large distributed attack networks comprised of many thousands of compromised computers around the globe. Once constituted, these attack networks are used to perform computer crimes, creating yet other sets of victims of

A taxonomy of botnet structures
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Malware authors routinely harness the resources of their victims, creating networks of compromised machines called botnets. The attackers ability to coordinate the victim computers presents novel challenges for researchers. To fully understand the threat posed

The ZeroAccess botnet Mining and fraud for massive financial gain
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Since our last paper on ZeroAccess, The ZeroAccess Rootkit , its authors have made significant changes. In this paper we will examine those changes and take a closer look at the ZeroAccess botnet itself, exploring its size, functionality and purpose. We will explain in

Challenges in experimenting with botnet detection systems
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Abstract In this paper, we examine the challenges faced when evaluating botnet detection systems. Many of these challenges stem from difficulties in obtaining and sharing diverse sets of real network traces, as well as determining a botnet ground truth in such traces. On

Resilient botnet command and control with tor
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Page 1. 10/14/10 1 Resilient Botnet Command and Control with Tor Dennis Brown July 2010 Page 2. Who am I Dennis Brown Security Researcher for Tenable Network Solutions Toorcon 10, 11 Defcon 18 PaulDotCom Podcast Rhode Islands Defcon Group DC401 Disclaimer Not

Tumbling Down the Rabbit Hole: Exploring the Idiosyncrasies of Botmaster Systems in a Multi-Tier Botnet Infrastructure.
free download

Abstract In this study, we advance the understanding of botmaster-owned systems in an advanced botnet Waledac, through the analysis of file-system and network trace data from the upper-tiers in its architecture. The functionality and existence of these systems has to-

A wide scale survey on botnet
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ABSTRACT Among the diverse forms of malware, Botnet is the serious threat which occurs commonly in today s cyber attacks and cyber crimes. Botnet are designed to perform predefined functions in an automated fashion, where these malicious activities ranges from

Analysis of Botnet behavior using Queuing theory
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ABSTRACT With the rapid development of information technology, internet has affect the people in all aspects such as public utilities, telecommunication, financial transaction and defense system, all depends on information technology and their security. By using latest

A review on botnet and detection technique
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Abstract--Among the diverse forms of malware, Botnet is the most widespread and serious threat which occurs commonly in todays cyber-attacks. A botnet is a group of compromised computers which are remotely controlled by hackers to launch various network attacks, such

Analysis of the kraken botnet
free download

Purpose This document provides a concise analysis of the Kraken botnet . In addition to detailing the technical specifics of the Kraken bot malware and its communication with the Command and Control (CnC), this report includes a brief set of instructions for confirming

Botnet tracking: Tools, techniques, and lessons learned
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Summary The threat posed by botnets has become increasingly high profile in the past several years, most recently at the World Economic Forum in Davos, Swizerland, where Dr. Vint Cerf (Google) noted that botnets are the biggest threat to Internet stability and security

DGA-Based Botnet Detection Using DNS Traffic.
free download

Abstract In recent years, an increasing number of botnets use Domain Generation Algorithms (DGAs) to bypass botnet detection systems. DGAs, also referred as domain fluxing , has been used since 2004 for botnet controllers, and now become an emerging

Juice: A Longitudinal Study of an SEO Botnet .
free download

Abstract Black hat search engine optimization (SEO) campaigns attract and monetize traffic using abusive schemes. Using a combination of Web site compromise, keyword stuffing and cloaking, a SEO botnet operator can manipulate search engine rankings for key search

Mining concept-drifting data stream to detect peer to peer botnet traffic
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ABSTRACT We propose a novel stream data classification technique to detect Peer to Peer botnet . Botnet traffic can be considered as stream data having two important properties: infinite length and drifting concept. Thus, stream data classification technique is more

Revealing the criterion on botnet detection technique
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Abstract Botnet have already made a big impact that need much attention as one of the most emergent threats to the Internet security. More worst when the peer-to-peer (P2P) botnets take the inspiration and underlying P2P technology to exchange files making botnets much

Machine learning for identifying botnet network traffic
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Abstract During the last decade, a great scientific effort has been invested in the development of methods that could provide efficient and effective detection of botnets. As a result, various detection methods based on diverse technical principles and various aspects

HTTP botnet detection using frequent patternset mining
free download

Abstract Among the diverse forms of malware, Botnet is the most widespread and serious threat which occurs commonly in todays cyberattacks. A botnet is a group of compromised computers which are remotely controlled by hackers to launch various network attacks, such

Botnet detection based on correlation of malicious behaviors
free download

Abstract Botnet has become the most serious security threats on the current Internet infrastructure. Botnet is a group of compromised computers (Bots) which are remotely controlled by its originator (BotMaster) under a common Command and Control (CC)

Optimal attack strategies in a dynamic botnet defense model
free download

Abstract: Since the number of compromised computers, or botnet continues to grow, the cyber security problem has become increasingly important and challenging to both academic researchers and industry practitioners. A respect to combat botnet propagation is

Signature-based botnet detection and prevention
free download

Abstract The Internet is used extensively for important services such as banking, business, medicine, education, research, stock trades, weather forecasting etc. Most of these services must be processed in a timely manner. However these services are delayed, degraded and

A Multi-Layered Approach to Botnet Detection.
free download

Abstract The goal of this research was to design a multi-layered architecture for the detection of a wide range of existing and new botnets. By not relying on a single technique but rather building in the ability to support multiple techniques, the goal is to be able to

A Survey on Botnet Architectures, Detection and Defences.
free download

Abstract Botnets are known to be one of the most serious Internet security threats. In this survey, we review botnet architectures and their controlling mechanisms. Botnet infection behavior is explained. Then, known botnet models are outlined to study botnet design.

Botnet detection and mitigation
free download

Abstract This study evaluates botnet behavior and lays the foundation for the development of a tool to generate simulated botnet traffic used to investigate the properties of botnets in large-scale networks. Botnets create widespread security and data safety issues and are

Storm worm botnet analysis
free download

This month, we caught a new Worm/Trojan sample on ours labs. This worm uses email and various phishing Web sites to spread and infect computers. When the worm breaks into the system, it installs a kernel driver to protect itself. With the help of the driver, it then injects and

The botnet business
free download

First of all, we need to understand what a botnet or zombie network is. A botnet is a network of computers made up of machines infected with a malicious backdoor program. The backdoor enables cybercriminals to remotely control the infected computers (which may mean controlling

Storm worm: A p2p botnet
free download

In this thesis, P2P botnets are studied and analysed using Storm Worm as the case study. A theoretical honeypot experiment is described for the purpose of observing the attack method, behaviour and pattern of Storm Worm and potentially collect forensic evidence to

A generic process model for botnet forensic analysis
free download

Abstract Botnets are becoming more hazardous in cyber crime when compared to other malicious activities. Security against botnets is a major concern. Botnet forensics is young science which can answer questions about how, what and where of damage done by bots.

Mobile Botnet Attacks-an Emerging Threat: Classification, Review and Open Issues.
free download

Abstract The rapid development of smartphone technologies have resulted in the evolution of mobile botnets. The implications of botnets have inspired attention from the academia and the industry alike, which includes vendors, investors, hackers, and researcher community.

Botnet Detection Architecture Based on Heterogeneous Multi-sensor Information Fusion.
free download

Abstract As technology has been developed rapidly, botnet threats to the global cyber community are also increasing. And the botnet detection has recently become a major research topic in the field of network security. Most of the current detection approaches work

Intelligent botnet attacks in modern Information warfare
free download

Abstract. Botnets, networks of compromised and remotely controlled computers (bots) are widely used in many internet attacks. Botnets are the main reason of growing number of unsolicited emails (SPAM), identity and confidential data theft attacks and many other

Impact Study of a Mobile Botnet over LTE Networks.
free download

Abstract This paper studies the impact of a mobile botnet on a Long Term Evolution (LTE) network by implementing a mobile botnet architecture that initiates a Distributed Denial of Service (DDoS) attack. To understand the behavior of the mobile botnet a correlation

Combating mobile spam through botnet detection using artificial immune systems
free download

Abstract: Malicious software (malware) infects large numbers of mobile devices. Once infected these mobile devices may be involved in many kinds of online criminal activity, including identity theft, unsolicited commercial SMS messages, scams and massive

A study on botnet detection techniques
free download

Abstract-A botnet is a network of compromised computers, termed bots that are used for malicious purposes. When a computer becomes compromised typically through a drive-by download, that has embedded malicious software, that computer becomes a part of a botnet .

Botnet visualization using DNS traffic
free download

Abstract. One of the major challenges for network security is the botnet . It is one of the major causes of network threats such as spam, DDoS (distributed denaialof-service) attacks, and so on. To be sure, there have been studies specifically concerning botnet detection, but most

Botnet analysis
free download

Abstract-This paper discusses the current societal impact, design, implementation and use of botnets, as well as motivations for botnet creation. Additionally, we provide a generalized description of basic analysis techniques for reverse engineering botnets. The tools

Accurate Detection of Peer-to-Peer Botnet using Multi-Stream Fused Scheme.
free download

Abstract Nowadays decentralized botnets pose a great threat to Internet. They evolve new features such as P2P Command and Control (CC), which makes traditional detection methods no longer effective for indicating the existence of the bots. In this paper, based on Internet malice has evolved from pranks conceived and executed by amateur hackers to a global business involving significant monetary gains for the perpetrators [20]. Examples include:(1) unsolicited commercial email ( spam ), which threatens to render email useless

COFFEE: a Concept based on OpenFlow to Filter and Erase Events of botnet activity at high-speed nodes.
free download

L Schehlmann, H Baier GI-Jahrestagung, 2013 141.100.55.114 Abstract: It is a great challenge to tackle the increasing threat of botnets to contemporary networks. The community developed a lot of approaches to detect botnets. Their fundamental idea differs and may be grouped according to the location (eg, host-based,

An enhanced model for network flow based botnet detection
free download

Abstract The botnet is a group of hijacked computers, which are employed under command and control mechanism administered by a botmaster. Botnet evolved from IRC based centralized botnet to employing common protocols such as HTTP with decentralized

Network characterization for botnet detection using statistical-behavioral methods
free download

Abstract This thesis presents a framework for characterizing network behavior on an Ethernetprotocol network. We begin with the network traffic aggregated from packet series into sessions and hypothesize that from this data we can characterize a variety of behaviors.

Understanding the mirai botnet
free download

Abstract The Mirai botnet composed primarily of embedded and IoT devices, took the Internet by storm in late 2016 when it overwhelmed several high-profile targets with massive distributed denial-of-service (DDoS) attacks. In this paper, we provide a seven-month

Deployment of proposed botnet monitoring platform using online malware analysis for distributed environment
free download

Author for correspondence Indian Journal of Science and Technology, Vol 7(8), 1087 1093, August 2014 ISSN (Print) : 0974-6846 ISSN (Online) : 0974-5645 Deployment of Proposed Botnet Monitoring Platform using Online Malware Analysis for Distributed Environment Botmaster

On the analysis and detection of mobile botnet applications
free download

Abstract: Mobile botnet phenomenon is gaining popularity among malware writers in order to exploit vulnerabilities in smartphones. In particular, mobile botnets enable illegal access to a victims smartphone, can compromise critical user data and launch a DDoS attack

Same botnet same guys, new code
free download

ABSTRACT Win32/Kelihos first appeared at the very end of 2010. There are many things that make this malware stand out. First of all, it uses a custom peer-to-peer network protocol. It also shares many similarities in terms of code and endgame with Win32/Nuwar (the

Botnet detection by abnormal IRC traffic analysis
free download

Abstract. Recently, Botnet has become one of the most severe threats on the Internet because it is hard to be prevented and cause huge losses. Prior intrusion detection system researches focused on traditional threats like virus, worm or Torjan. However, traditional

AIS Model For Botnet Detection In MANET Using Fuzzy Function
free download

ABSTRACT Mobile adhoc networks (MANETs) poses a large area of challenges in the field of security, this is due to the lake of infrastructure and the continuous changing in the network topology. Botnets are believed to be the most harmful danger that threatens any

experience of massive DDoS attacks from Botnet
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Detection and prevention methods of botnetgenerated spam
free download

Abstract Although anti-spam measures are improving, the spam volume is increasing due to the use of Botnets. Botnets facilitate an efficient generation and guaranteed delivery of large volumes of spam. Spambots, or spam-generating bots, use different transmission methods
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