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AI Security Specialist
Not specifiedNot specifiedSecurity ResearchPublic Sector
A government organization in central Israel is seeking an AI security specialist to address threats to AI models and applications and apply machine learning to security detection.
Responsibilities
- Identify and prevent attacks against AI models.
- Apply security controls to AI applications and intelligent agents.
- Develop or implement ML-based anomaly detection for network attacks and user behavior.
- Apply privacy-protection methods to AI models.
Requirements
- Experience identifying and preventing adversarial attacks on AI models, including prompt injection, model inversion, data poisoning, and evasion attacks.
- Knowledge of the OWASP Top 10 for LLMs and ability to implement security controls for AI applications and intelligent agents.
- Experience developing or implementing ML-based anomaly detection for real-time network attack detection and user behavior analytics (UEBA).
- Understanding of model privacy methods such as differential privacy and federated learning.
- Experience with model-hosting cloud environments such as AWS SageMaker, Azure AI Services, or Google Vertex AI.
- Familiarity with AI security and monitoring tools such as HiddenLayer, Robust Intelligence, or the Adversarial Robustness Toolbox.