Internship (Nokia Bell Labs France) - Applied Ai
il y a 20 heures
Topic: Applied machine learning for developing a scalable clustering technique to detect novel attacks in mobile network
Context:
Nokia is a global leader in the technologies that connect people and things. With state-of-the-art software, hardware and services for any type of network, Nokia is uniquely positioned to help communication service providers, governments, and large enterprises deliver on the promise of 5G, the Cloud and the Internet of Things.
Serving customers in over 100 countries, our research scientists and engineers continue to invent and accelerate new technologies that will increasingly transform the way people and things communicate and connect.
Our teams are dedicated to conducting advanced research to solve the technical challenges of our industry. We explore boundaries that go beyond business needs, to generate intellectual property in emerging areas by identifying and solving these critical challenges with a multidisciplinary approach that is the hallmark of Bell Labs.
Mission:
The objective of the internship is to develop a scalable unsupervised/semi-supervised model based on various techniques such as metric learning to detect novel and intelligent attacks. Furthermore, to see to what extent the scalability of current clustering (deep) methods can be improved. For this purpose, we analyze the mobile network traffic.
Qualifications:
- 2nd year Master of Science in computer science, applied mathematics or related fields
- Programming skills in Python, JAVA or other programming languages
- Practical experience with security and adversarial attacks
- Practical experience on deep learning techniques
- Knowledge of mobile network traffic payload and protocols
- Data visualization skills
Duration
The internship will last 6 months and will take place in the Nokia Bell Labs - Cyber Security group located in Massy (91377), France.
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