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ATAT61 NXP Semiconductors Austria GmbH & Co KG

Summer Internship: AI-Based Anomaly Detection for Logical Attack Detection(m/w/x)

Gratkorn
from 2,100 / month
Full-timeInternshipOn-site
AI/ML

Prototyping anomaly detection systems using tracing probes and Python-based data pipelines for hardware security. Proficiency in machine learning frameworks and Python programming required. Flexible hybrid work, 30 days vacation.

Requirements

  • Motivated student status
  • Interest in machine learning and security
  • Studies in Computer Science or related
  • Knowledge of machine learning frameworks
  • Programming experience in Python
  • Comfortable working in Linux environment
  • Interest in hardware and development boards
  • Curiosity and analytical thinking
  • Structured working style
  • Good English skills

Tasks

  • Co-build a prototype for AI-based anomaly detection
  • Sample runtime and system information using tracing probes
  • Prepare and structure collected data for analysis
  • Develop the data pipeline for model training
  • Train and evaluate models using existing ML frameworks
  • Analyze model performance and iterate on improvements
  • Benchmark solutions against existing and reference approaches
  • Document results and contribute to performance evaluations

Education

Currently in higher education

Languages

EnglishBusiness Fluent

Tools & Technologies

PythonLinux
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