Using Anticipative Malware Analysis to Support Decision Making

نویسندگان

  • Mathieu Couture
  • Frédéric Massicotte
چکیده

A software tool allowing the safe monitoring of the execution of malicious software (malware), or more generally, programs that cannot be trusted is commonly referred to as a sandbox. Most of the time, a sandbox is implemented in a virtual machine or a simulated operating system and allows the behaviour of the program to be studied from the host's point of view. We are investigating the usefulness of a sandbox in the context of decision making. More specifically, we have designed and implemented a network sandbox, i.e. a sandbox that allows us to study malware behaviour from the network perspective. We plan to use this sandbox to generate malware-sample profiles that can be used by decision making algorithms to help network administrators and security officers decide on a course of action to be followed upon detection of a malware threat. This paper focuses on the implementation details of the sandbox. It is flexible enough to allow the study of malware behaviour in the presence of any given configuration of software and operating system. It also allows the user to specify the network topology to be used.

برای دانلود رایگان 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

Malware Detection using Classification of Variable-Length Sequences

In this paper, a novel method based on the graph is proposed to classify the sequence of variable length as feature extraction. The proposed method overcomes the problems of the traditional graph with variable length of data, without fixing length of sequences, by determining the most frequent instructions and insertion the rest of instructions on the set of “other”, save speed and memory. Acco...

متن کامل

Designing a decision support system to predict the success of research centers with discriminatory analysis DEA

Research centers have an important place in promoting science and technology nationwide. On the other hand, given the limitations in allocating the funds and the facilities needed to establish these centers, it is important to decide on the selection of priority centers. In this decision - making process, several factors, such as requirements, priorities and strategies, capabilities, and balanc...

متن کامل

Product Development Decision Support System Customer-Based

Quality Function Deployment (QFD) has been traditionally used as a planning tool primarily for product development and quality improvement. In this context, many people have used QFD for making decisions on how to prioritize critical product areas from a customer perspective. However, it is the position of the author that the QFD process can be viewed as a decision support system that would enc...

متن کامل

The Framework for Information Security Risk Network Management based on Bayesian Belief Decision Support System for Threat on the Campus

The security network management system is for providing clear guidelines on risk evaluation and assessment for enterprise networks. The risk evaluation is based on the relationships among the most critical assets, and threats that are likely to those assets and their vulnerability impacts. Threat and risk assessment are conducted for identifying the safeguards to be adapted in order to maintain...

متن کامل

A DSS-Based Dynamic Programming for Finding Optimal Markets Using Neural Networks and Pricing

One of the substantial challenges in marketing efforts is determining optimal markets, specifically in market segmentation. The problem is more controversial in electronic commerce and electronic marketing. Consumer behaviour is influenced by different factors and thus varies in different time periods. These dynamic impacts lead to the uncertain behaviour of consumers and therefore harden the t...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013