Job
- Level
- Senior
- Job Field
- IT, Data, Security
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Gratkorn
- Working Model
- Onsite
Job Summary
In this role, you will develop strategies and implement solutions to protect ML models and sensitive data, including tools for model obfuscation and privacy-preserving mechanisms.
Your role in the team
- Define strategies and implement solutions for protecting ML models and sensitive data during deployment.
- Focus areas include IP protection, privacy-preserving inference, and resilience against adversarial manipulation.
- 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, including evasion and poisoning attacks.
- Define privacy-preserving inference mechanisms, for example differential privacy.
- Beraten Sie hinsichtlich der Einhaltung von KI-Sicherheits- und Datenschutzbestimmungen, wie der DSGVO und dem EU-KI-Gesetz.
- Be responsible for security related tasks, potentially in scope of security certifications.
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Our expectations of you
Education
- Degree in Computer Science, Cybersecurity, or Cryptography and a strong interest in applied ML.
Qualifications
- Vertrautheit mit adversarial ML-Angriffen und Abwehrmaßnahmen.
- Understanding of TEEs and secure enclaves.
- Knowledge of privacy-preserving ML concepts, such as differential privacy and federated learning basics.
- Awareness of regulatory frameworks for AI security and privacy.
- A conscious and reliable way of working is necessary.
Experience
- 5 years or more experience of model protection techniques and IP security.
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Benefits
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This is your employer
NXP Semiconductors Austria
Gratkorn
NXP Semiconductors is a global leader in microelectronics with subsidiaries in more than 25 countries. The Gratkorn site near Graz is the Austrian headquarters of the international group and the competence center for secure contactless identification systems.
Description
- Founding year
- 2006
- Language
- English
- Company Type
- Established Company
- Working Model
- Full Remote, Hybrid, Onsite
- Industry
- Industry, Production
Dev Reviews
by devworkplaces.com
Total
(1 Review)3.8
Culture
3.7Career Growth
3.4Workingconditions
4.6Engineering
3.5
ML Security and Privacy Architect
- Location
- Gratkorn
- Working Model
- Onsite
