Machine-Learning-Based Cyberattack Detection With Network-Data-Plane Implementation Of Machine [...] Milano

Machine-Learning-Based Cyberattack Detection With Network-Data-Plane Implementation Of Machine [...]
Milano
Lombardia, Milano

Organisation/Company: Politecnico di Milano

Research Field: Engineering

Researcher Profile: Recognised Researcher (R2), Leading Researcher (R4), First Stage Researcher (R1), Established Researcher (R3)

Country: Italy

Application Deadline: 27 Jan 2025 - 23:59 (UTC)

Type of Contract: Temporary

Job Status: Full-time

Hours Per Week: 00

Offer Starting Date: 1 Jan 1970

Is the job funded through the EU Research Framework Programme?

Not funded by a EU programme

Is the Job related to staff position within a Research Infrastructure?

No

Offer Description The research activity will aim to develop new efficient strategies for network security applications targeting data plane deployment, as enabled by novel data-plane-programmable languages.

Machine Learning (ML) tools will be used in the project activities to perform cyberattack detection and traffic flow classification.

Continual Learning frameworks will be developed to adapt ML models to evolving traffic and attack conditions over time in a dynamic network environment, leveraging data collection for these specific cybersecurity objectives.

This activity aligns with Spoke 8 Risk management and governance of PNRR PE SERICS and is funded by the European Union - NextGenerationEU.

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