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Machine Learning Security Consultant
1 week ago
**Job Summary:** We are seeking a highly skilled Machine Learning Security Consultant to investigate and address emerging AI risks, including deepfake voice morphing, image injection, and AI-powered fraud schemes that could impact our operations and customer trust.
The ideal candidate will assess existing controls, design innovative solutions, and collaborate with cross-functional teams to mitigate risks associated with malicious AI use in the banking sector.
Responsibilities:
- Investigate and mitigate AI-related risks, including deepfake voice morphing, fraudulent image manipulation, and injection-based attacks.
- Design and develop detection techniques and preventive mechanisms for AI-generated fraud.
- Collaborate with cross-functional teams to implement advanced detection systems for deepfakes and AI-based fraud calls.
Security Control Evaluation
Assess our current security controls to identify vulnerabilities where AI/ML abuse could occur. Perform testing to evaluate the resilience of fraud detection systems against AI-powered threats.
Audit and Compliance
Ensure compliance with regulatory requirements related to AI risk in the banking sector. Conduct regular audits to identify areas for improvement in AI/ML security.
Cross-Functional Collaboration
Work with fraud prevention, cybersecurity, and development teams to strengthen defenses against AI-related threats. Provide comprehensive reports on identified risks, testing results, and actionable mitigation plans.
