ABSTRACT Over the past decade computer networks have rapid growth, but the computer security became a critical problem for computer systems. Thus in the recent years various soft computing technique based methods were proposed to detects the growth of intrusion. Also many researchers have reported that the large set of pattern classifications and machine learning algorithms are trained and testing is made on the knowledge discovery data intrusion detection dataset is unsuccessful in finding the remote-to-local attacks and user-to root attacks. Moreover Hyperbolic Hopfield Neural Network(HHNN) based Intrusion Detection Systems (IDSs) detection stability, detection ratio, particularly low-frequent attacks are still required to be improved. Thus this paper proposes a new method known as K-Medoids-HNNN using the technique HHNN and K-Medoids clustering. This system achieves the higher intrusion detection rate, detection stability and less false positive rate. At first the proposed system implements the K-Medoids clustering technique on the various training subsets. Afterwards a mono HHNN model is trained using the different training subsets to detect the intrusion. The experimental results shows the K-Medoids-HHNN approach achieve better results rather than other framework.
Keywords: Network Security, Intrusion Detection System, Hyperbolic Hopfield Neural Network, K-Medoids Clustering approach
1. INTRODUCTION In the last decades, the computer network systems are very
Setting up a new computer can be a very intimidating task. There are several steps to ensure that your computer has the necessary setup for the best protection. Some of which include, the operating system settings that are built-into the computer, properly setup of firewall, security settings on the web browser configured correctly, and strong anti-virus software installed to protect the computer. After the computer is setup with a reasonable standard of security, a strong policy for passwords should be implemented to ensure account security along with ensuring the sites you utilize are in fact secure and who they say they are.
You will learn to recognize security events and baseline anomalies that might indicate suspicious activity.
Dr. Blahblah has implemented a system with an 8-bit random canary that is used to detect and prevent stacke-based buffer overflow attacks. Describe an effective attack against Dr. Blahblah’s system and analyse its likelihood of success.
“You already have zero privacy. Get over it.” Scott G. McNealy CEO of Sun Microsystems Inc.
In the past few decades, personal privacy information is one of the world biggest things that people pay attention to it. With today modern technology, information security has become one of the most significant careers in the industries, and organizations assets, which appropriately need to protect the information. It has created different types of positions in the organizations and companies that can fit in a global business as a professional career. By using the operating systems through the internet, especially computer networks, security systems, or cellphones, business relies on Information Security or Information Technology to conduct in companies. So, the careers in the computer science or IT field are very a world wide spread use. The organizations are working and practicing together to ensure that IT can understand the requirement of business needed for the security systems. With the growth of using information system, it increases the concerns and attention about information security based on the perspective theory that views this profession in many different perceptions. Therefore, the approaches of this field is targeting from different perspective that provide insights about the technology systems can go through businesses, becoming more importance and need the protection from this profession.
According to identitytheft.info, almost 15 million Americans have their identity used fraudulently due to information leaks and information insecurities. With the growing dependency on computer systems to store confidential information across the world, it is only necessary that that the information be protected by strong security systems which include both hardware and software so that both the businesses and the consumers feel safe in the transportation of information over the inter-webs. Contemporary Information security systems use many different components involving both hardware and software
1 I. INTRODUCTION 27 focus on the business need to complete the project in a 28 more cost efficient way. Complex software designs often
A web server is the wrong place for the storage of confidential information as it is
There has been colossal increment in the field of data innovation in the recent decades. In the realm of today just about all records can be effortlessly gotten to online through a home machine Anybody can transfer any report or pictures from anyplace on the planet and make that accessible to anybody perusing the web. Numerous individuals accept these have profits while others accept this an intrusion of security
Information security is a key component and main concern of Information Technology (IT) professions, nowadays. The protection of data, networks, computers, etc. is a more and more growing field. This has been made even more important with the attacks and breaches noticed earlier 2014. The U.S Bureau of Labor Statistics (BLS) through the “Occupational Outlook Handbook” predicts that the demand for information security analysts will grow by 22 percent in a decade. Thus adding more than 65,700 positions to those already existing in this field. Therefore, having the knowledge, skills and certification required to performed the Security+ jobs, candidates will surely add a significant value to their resume.
Therefore we discuss on two types of intrusion detection systems , their development, principal, working and its pros and cons. In this
IT security also know as computer security or cyber security or Infosec, is the process of protecting a computer system from the different types of theft or different types of damages to the hardware, software or data stored in that system as well as from the interference or alteration of the services provided by the system.
TJX, the largest off‐price clothing retailer in the United States still suffers from the biggest credit‐card theft in history. The company lost 94 million credit and debit card numbers resulting in a huge amount of fraudulent transactions due to weak security systems in at least one store. In addition, the customers lost believe in TJX‐ which led to a huge cut of sales.
The timeline for the exploitation was rather trivial taking advantage of clear vulnerabilities documented in the wild and gaining access through easy enough exploits that anyone can get access to. The targets were the Public facing webserver and the internal web server due to the WordPress vulnerabilities. Once an initial shell was created, all attacks were successful although some required changing and modifying some permissions and security files, however, through the initial shell this was all accomplished. Further escalation from one web server to another as well as creating a user on each system was accomplished. Anything touching these two systems is now compromised by an attacker. The timeline of the scope of this pen test did not
It is impossible to assure protection from all the treats, no matter how secure the system is. Planning for security isn’t possible. However, performing a full risk assessment of developing security protocols and enforcing control to avoid network devastation. Risk management plays an essential part on computer security planning. The risk analysis gives an idea to make an educated assumption regarding network security. The process of risk analysis identifies existing security controls, calculates current vulnerabilities, and evaluates the consequences. Any organization’s biggest asset is its data, because it just can not be replaced or modified. Data theft affects a company the most. The risk of this asset could be component failure, misuse of software and hardware, viruses, accidental or unauthorized data modification, etc.