Exploring and Optimizing Moving Target Defense
il y a 8 heures
Position description
**Category**:
- Engineering science
**Contract**:
- Internship
**Job title**:
- Exploring and Optimizing Moving Target Defense Strategies Using Reinforcement Learning H/F
**Subject**:
- The Digital Systems and Integrated Circuits Department (DSCIN) is a multidisciplinary research team focused, among others, on developing proactive security strategies, with a particular emphasis on the Moving Target Defense (MTD) approach. MTD aims to make systems more resilient to attacks by frequently altering their configurations, thus making it harder for attackers to gather reliable information.
To strengthen our MTD capabilities, we have already implemented various strategies, such as altering node mappings, to disrupt potential attacks. This internship aims to expand on these existing approaches by exploring new movement strategies, such as changing IP addresses or network paths, and developing new metrics to assess the effectiveness of these techniques.
**Contract duration (months)**:
- 6 mois
**Job description**:
- During the internship, the student will:
- Gain knowledge of our existing MTD strategies and their implementations,- Study the latest techniques in proactive system defense,- Propose innovative movement strategies and develop appropriate evaluation metrics,- Explore the solution space using reinforcement learning.**Applicant Profile**:
- Required level:
Master's Degree (Bac+5)Duration:
6 months**Skills**:Required: Python,
Optional: Reinforcement Learning (RL), Network SecurityDocuments to provide:
CV + Cover Letter + RankContact:
- cea.frIn line with CEA's commitment to integrating people with disabilities, this job is open to all.Position location
**Site**:
- Saclay
**Location**:
- Palaiseau
General information
**Organisation**:
The French Alternative Energies and Atomic Energy Commission (CEA) is a key player in research, development and innovation in four main areas:
- defence and security,
- nuclear energy (fission and fusion),
- technological research for industry,
- fundamental research in the physical sciences and life sciences.
Drawing on its widely acknowledged expertise, and thanks to its 16000 technicians, engineers, researchers and staff, the CEA actively participates in collaborative projects with a large number of academic and industrial partners.
The CEA is established in ten centers spread throughout France
**Reference **:2024-33920**Description de l'unité**:
- The French Atomic Energy and Alternative Energies Commission (CEA) is a major player in research, development and innovation. This technological research organization is active in three main areas: energy, information and health technologies, and defense. Recognized as an expert in its fields, CEA is fully integrated into the European research area and is expanding its presence internationally. The Laboratory for Systems and Technology Integration (LIST), located in the southern Île-de-France region (Saclay), has the mission of contributing to technology transfer and promoting innovation in the field of parallel computing systems.
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