AI Security Specialist
3 days ago
Are you passionate about securing AI systems and ensuring that cutting-edge technologies are protected against threats? Do you thrive on identifying vulnerabilities in machine learning models, protecting data, and ensuring that AI solutions remain trustworthy and resilient? If you're excited about safeguarding the future of AI, then our client has a critical and exciting opportunity for you.
Key Responsibilities:- Secure AI Model Development:
- Work with data scientists and machine learning engineers to ensure that AI models are developed with security in mind. You'll implement security best practices throughout the AI lifecycle, from data collection to model deployment.
- Identify potential adversarial attacks against machine learning models, such as data poisoning, model inversion, and adversarial examples. You'll develop strategies to defend against these attacks, ensuring the robustness and reliability of AI models.
- Implement data privacy measures that ensure the secure handling and storage of sensitive data used in AI models. You'll work on techniques like differential privacy, data anonymization, and secure multi-party computation to protect personal and proprietary data.
- Conduct security assessments of AI systems to identify vulnerabilities, weaknesses, and potential threats. You'll perform threat modeling, penetration testing, and risk assessments to proactively secure AI systems.
- Monitor deployed AI models for potential security breaches, unauthorized access, and adversarial attacks. You'll set up security auditing systems to continuously track the integrity of AI systems and detect unusual behavior.
- Work closely with cybersecurity teams to integrate AI security into broader security strategies. You'll ensure that AI models are aligned with the organization's overall security framework, addressing threats specific to machine learning systems.
- Stay informed about the latest trends and advancements in AI security, including new attack vectors, defense mechanisms, and regulatory requirements. You'll experiment with cutting-edge techniques to keep our client at the forefront of AI security.
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