Detection of malicious executables that are known beforehand is usually performed using signature-based techniques. These techniques typically rely on the prior explicit knowledge of the malicious executable code, which is in turn is represented by one or more signatures or rules that are stored in a database. The database is frequently updated with new signatures, based on new observations. The main disadvantage of these techniques is the inability to detect totally new, i.e., un-encountered malicious executables. The goal of this paper is to provide a technique which can detect new malicious executables, whose signatures are unknown yet.
Innovations are new idea, device or process. Innovations are the application of better solutions that meet new requirements, inarticulated needs or existing market needs. It is proficient through more effective products, processes, services, technologies, or new ideas that are readily available to markets, governments and society. Innovations are something original and novel, as a significant, new that breaks into the market or society.
Last date updated on July, 2014