Your question is Data Lake Security Implementation. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Describe how you would implement data security within a data lake architecture.
Cover security across ingestion, storage, processing, orchestration, and data access. Explain identity and access management, encryption, network isolation, sensitive-data discovery, auditing, governance, key management, and controls for batch and streaming pipelines. Include how you would prevent unauthorized access, handle secrets, monitor suspicious activity, and validate that security controls remain effective as the platform scales.