Software Test Engineer
Project Title: Intelligent Gone Astray Forecaster
Intelligent Gone Astray Forecaster, it is a web based application which helps the user to experience the best shopping environment. With this application, we look forward to make the online shopping easier. We foresee to make the shopping experience considerably painless by giving the customer the best deal rather than settling for the first product they find. A data mining technique is employed in this project to implement prediction of frequently occurring products in a cart type shopping by the customer. Top-K retrieval algorithm is implemented on ranking and predicting the cart.
Project Title 2: Similarity Indices For Malware Analysis
In today's world, where we witness rising number of security compromises occurring, it brings in need for an efficient detector to be developed that not just ensures protection from known viruses but also from unknowns. The threats imposed from metamorphic malwares (which are capable of generating its own variants) can easily bye pass the detector that uses pattern matching techniques.Soitisa necessity to either emerge with a sophisticate signature or non-signature based scanners that not only detects but intelligently train itself to adapt to the changing cart of requirements. Thus keeping in mind the vast scope of development required in this area, a detector is developed to statically analyse the malware and exploit its weakness to use it as effective tools against it.
In previous literatures pertaining to metamorphic malware it has been showed that next generation virus kit (NGVCK) provides enough code distortion in every new generation so as to defeat signature based scanners. In this work, statistical features of files are analysed to detect variants generated by variants generated by various metamorphic engines. Primary aim is also to develop a non-signature based scanner trained with small feature length to classify unseen...
Qualifications & Certifications
Computer Science & Engineering