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ATAT61 NXP Semiconductors Austria GmbH & Co KG

ML Model Security & Privacy Architect(m/w/x)

Gratkorn
Full-timeOn-site
AI/ML
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Designing model protection and privacy for secure IoT devices on the EdgeLock 2GO platform at IoT security provider. Background in Machine Learning and cybersecurity, with TEEs and adversarial ML knowledge essential. Specialized work on the EdgeLock 2GO IoT service platform.

Requirements

  • Background in Computer Science, Cybersecurity, or Cryptography
  • Background in Machine Learning and interest in cybersecurity
  • Knowledge of model protection techniques and IP security
  • Familiarity with adversarial ML attacks and defenses
  • Understanding of TEEs and secure enclaves
  • Knowledge of privacy-preserving ML concepts
  • Awareness of regulatory frameworks for AI security and privacy

Tasks

  • Define strategies for protecting ML models and sensitive data
  • Implement solutions for IP protection and privacy-preserving inference
  • Design model obfuscation techniques
  • Develop secure packaging methods
  • Enable secure execution environments using TEEs
  • Assess adversarial ML threats and mitigate risks
  • Define mechanisms for privacy-preserving inference
  • Advise on compliance with AI security and privacy regulations

Education

  • Bachelor's degree

Languages

  • English – Business Fluent
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