RESEARCH PROJECTS

• Anomaly Detection Model

Developed an anomaly detection model based on simulated data gathered from popular software in the loop tool ArduPilot. This task encompasses different data exploration & data processing techniques, implementation of the correlation matrix, and forecasting on time series data with a model consisting of Long-Short Term Memory layers. The model achieved 93% accuracy in detecting anomalous data for a ground rover. 

• Kerberos Protocol

Presented the popular Kerberos Protocol suite, which is a widely used network authentication protocol that provides secure authentication for users and services in a distributed computing environment. Provided a high-level overview of how it enables users and services to prove their identities to each other securely, preventing unauthorized access and protecting data from eavesdropping and tampering. It was developed by MIT and is based on the concept of trusted third-party authentication. Kerberos uses symmetric key cryptography to authenticate users and protect the confidentiality and integrity of data transmission. This protocol is known for its strong security and is commonly used in environments like Windows Active Directory for secure authentication.

• Vulnerable and Outdated Components from the OWASP Top 10

Delivered a presentation, highlighting the critical importance of identifying and addressing these vulnerabilities in software applications. Also discussed the potential risks associated with outdated components and emphasized the need for proactive measures to secure the software against known vulnerabilities.

• Design and implementation of GPON Network

Designed and implemented optical distribution network, installed and commissioned optical line terminal to provide high speed internet and IP based telephony service for the first time in district level in Bangladesh.

Figure: GPON Network Diagram

• Optical Backbone Installation