Hybrid Intrusion Detection for MedTech
Budget: $250 – $750 USD
I'm in need of an expert in convolutional neural networks and genetic algorithms to design a hybrid model. This project is centred around creating an intrusion detection system for the internet of medical things.
Key Responsibilities:
* Develop a hybrid model that combines deep learning and meta-heuristics optimization.
* Integrate Convolutional Neural Networks into the model for deep learning.
* Utilize Genetic Algorithm for meta-heuristics optimization.
* The intrusion detection system should improve the accuracy.
* Test the work on two different datasets, which I will provide.
Skills and Experience:
* Strong experience in Convolutional Neural Networks and Genetic Algorithms.
* Experience with intrusion detection systems.
* Strong knowledge of systems enhancing security for medical devices.
* Proficient in data testing on different datasets.
* Prior work with internet of medical things would be a major plus.
Key Responsibilities:
* Develop a hybrid model that combines deep learning and meta-heuristics optimization.
* Integrate Convolutional Neural Networks into the model for deep learning.
* Utilize Genetic Algorithm for meta-heuristics optimization.
* The intrusion detection system should improve the accuracy.
* Test the work on two different datasets, which I will provide.
Skills and Experience:
* Strong experience in Convolutional Neural Networks and Genetic Algorithms.
* Experience with intrusion detection systems.
* Strong knowledge of systems enhancing security for medical devices.
* Proficient in data testing on different datasets.
* Prior work with internet of medical things would be a major plus.