ML Model Security & Privacy Architect
NXP Semiconductors
4 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English Experience level
SeniorJob location
Tech stack
Artificial Intelligence
Computer Security
Internet Protocol Security (IP SEC)
Information Technology
Job description
- Design and implement model obfuscation and secure packaging techniques.
- Develop IP protection strategies.
- Enable secure execution environments for customer models using TEEs. * Assess and mitigate adversarial ML threats (evasion, poisoning attacks).
- Define privacy-preserving inference mechanisms (e.g., differential privacy). * Advise on compliance with AI security and privacy regulations (GDPR, EU AI Act).
Requirements
- Degree in in Computer Science, Cybersecurity, or Cryptography and a strong interest in applied ML
- 5 years or more experience 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 (differential privacy, federated learning basics).
- Awareness of regulatory frameworks for AI security and privacy
Please note: The successful candidate may/will be responsible for security related tasks. The assignment may/will be in scope of security certifications, therefore a conscious and reliable way of working is necessary.