GICT AI Cyber Security Certification
Courses are delivered by GICT only in Singapore. For other locations, contact our authorised partners directly by clicking here.
Objective of the AI Cyber Security Course
The Certified AI Cyber Security Specialist course aims to address how AI can transform Cyber-Security for Good and Bad, Applications of AI uses in Security (Engineering facilities) and Applications of AI misuses in Security (Social facilities). It will include several hands-on session to develop deep neural network algorithms to shadow, pre-detect and mitigate cyber-attacks.
Some of the tools/software used are mainly Python, Jupyter Notebook, Scikit-Learn, Keras and TensorFlow.
Course Outline
- Unit 1: How is AI transforming cyber-security for good?
- Unit 2: Deployment of ML/AI to detect specific cyber-security problems
- Unit 3: How is AI transforming cyber-security for bad?
- Unit 4: Deployment of engineered attacks on machine learning models
- Unit 5: Cyber-attacks on water treatment facilities
- Unit 6: Engineered attacks on water distribution systems
- Unit 7: Engineered attacks on image recognition capability of autonomous vehicles
- Unit 8: Engineered attacks on driving operational parameters (via manipulation of datasets)
Duration
- 32 hours (4 Days)
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Singapore Management University (SMU)
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