How to Apply: Send in your complete application using the following link: https://bitsrmit.edu.in/publicResources/ResearchProjects
Desirable qualifications: B. Tech/ M.Tech in Computer Science,
Candidates having eagerness to research cyber security, good English writing skills, knowledge of computer networks and distributed systems, ML would be preferred.
For candidates enrolled in a Joint Ph.D. between RMIT University and BITS Pilani:
Project ID: BITSRMIT024B001258
Project title: Ransomware Attack Detection and Mitigation using
Project Team: Prof. Haribabu Kotakula, BITS Pilani | Prof. Iqbal Gondal, RMIT University, Australia
Description: Ransomware attacks have become increasingly sophisticated and prevalent, causing significant disruptions and financial losses to organisations worldwide. Sophisticated malware attacks take months to infiltrate the target networks. During this period, there is ample opportunity for the organisations to detect them at an early stage. Behaviour-based approaches monitor system calls, file changes, registry changes, or network activities over a period of time, extract features, and use ML-based methods to classify the behaviour as benign or malignant. Existing behaviour-based approaches are not scalable and are not able to detect attacks in real-time. The project proposes to implement behaviour-based detection approaches using SmartNICs. For more information write to: khari@pilani.bits-pilani.ac.in
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