Sudip Barua
Angestellt, Wissenschaftlicher Mitarbeiter, TU Chemnitz
Chemnitz, Deutschland
Werdegang
Berufserfahrung von Sudip Barua
Department of Electrical Engineering and Information Technology, Chair of Communication Network Research: Resilient IoT
An automated Framework to evaluate Intrusion Detection Systems w.r.t. Concept Drift and in Red Teaming Scenarios
Intelligent Network
Assist in research and development of AI-Net project. - Assisted developing SA-IDS, a Self Active Intrusion Detection System.
An Active Learning Approach for Network Anomaly Detection Contribution and Innovation • Implemented active and passive learning frameworks and also ensemble sampling query strategy. • Developed deep active and passive learning models. • Optimized the number of queries. • Used HDBSCAN clustering and label propagation method for further reducing number of queries. Result Achieved 94% F1 score using the Ensemble Sampling method with 8.7% of manual labelling and 5.2% and 2.5% of FNR and FPR.
1 Jahr und 4 Monate, Juni 2018 - Sep. 2019
System Engineer
Summit Communications Ltd.
Operation and maintenance of NTTN network. Configuring and troubleshooting logical network. Planning and implementation of new network segments. Support for critical fault handling of core and access power systems. Providing feedback to planning team for up-gradation/expansion requirements of network. Executing network expansion up-gradation plans. Updating GIS (Geographic Information System) database Rectification and standardization of existing network. Troubleshooting faulty hardware.
1 Jahr und 11 Monate, Juli 2016 - Mai 2018
Assistant Engineer
Summit Communications Ltd.
Operation & Maintenance of active and passive network Troubleshooting of logical issues On demand implementation of new service Hardware maintenance of active devices Customer support Vendor management and optimization of team activity
1 Jahr und 2 Monate, Juni 2015 - Juli 2016
Sr. Executive Engineer
Runner Automobiles Ltd.
Design, build and test prototypes on defined performances specifications and analyze test results using statistical tools. Design and reverse design electrical wiring systems of different models of motorcycles. Coordinate with manufacturing and quality teams on development of quality improvement systems to ensure product quality. Prepare monthly report provides required information to supervisor.
Ausbildung von Sudip Barua
4 Jahre, Okt. 2019 - Sep. 2023
M.Sc. in Information and Communication Systems
Technische Universität Chemnitz
Advanced Mobile Network, Next Generation Internet, Components and Architecture Design of Embedded Systems, Multisensorial Systems, Optical Communication Networks, Design of Digital Systems, IP SDN, DSP, Computer Vision, Design of Heterogeneous Systems, Simulation and Performance Analysis of Communication Networks, Mobile Localization and Navigation, Aerospace and Remote Sensing, Microwave and Photonic Systems, Wireless and Broadband Data Reception, Network Security, Self Organizing Network.
4 Jahre und 7 Monate, Apr. 2010 - Okt. 2014
Electrical and Electronics Engineering
Chittagong University of Engineering & Technology (CUET)
Electrical Circuits, Electronics, Telecommunications Engineering, DSP, Microwave & Antenna Engineering, Digital Electronics, Electrical Machines, Power Transmission & Distribution Systems, Measurement and Instrumentations, Microprocessor, Switchgear and Protections, High Voltage Engineering, VLSI
Sprachen
Englisch
Fließend
Deutsch
Gut