Gautami Alagarsamy

Heriot-Watt University

Anna University

Energy-Efficient Intrusion Detection Techniques in IOT Devices Using a Deep Learning Approach• Implemented lightweight intrusion detection agents on IoT devices like ESP32 with FreeRTOS, enhanced accuracy using Weka's tools on the NSL-KDD Dataset and developed neural network-based models with Scikit-learn, PyTorch, and TensorFlow.• Conducted unit and integration testing with Pytest and achieved up to 98.97% accuracy in intrusion prevention using advanced encryption algorithms and… Show more Energy-Efficient Intrusion Detection Techniques in IOT Devices Using a Deep Learning Approach• Implemented lightweight intrusion detection agents on IoT devices like ESP32 with FreeRTOS, enhanced accuracy using Weka's tools on the NSL-KDD Dataset and developed neural network-based models with Scikit-learn, PyTorch, and TensorFlow.• Conducted unit and integration testing with Pytest and achieved up to 98.97% accuracy in intrusion prevention using advanced encryption algorithms and optimisation techniques.Published research findings in "A quasi-Newton neural network-based efficient intrusion detection system for wireless sensor networks" in Computer Systems Science and Engineering, Vol. 45, No.1, pp. 427–443, 2023 Show less

SNS College of Technology

Activities and Societies: Association member-Department of ECE-SNS college of Technology

SNS College of Technology

Activities and Societies: NSS Volunteer -2 years-2007 and 2008. Vice president for 2 years-Association of Electronics Engineering -Department of ECE-SNS college of Technology(2007&2008)