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Answer: True
Model inversion exploits model confidence scores to infer sensitive attributes of training data. Mitigation: differential privacy, output perturbation, access controls.
Answer: True
Service mesh (Istio, Linkerd) automatically encrypts service-to-service traffic with mTLS, provides authentication, authorization, and observability without application code changes.
Answer: True
Micro-segmentation creates granular security policies around individual workloads/applications, containing breaches and preventing attackers from moving laterally across the network.
Answer: True
Fine-tuning updates weights on task-specific data.
Answer: True
Feature engineering: transformations, interactions, encoding.
Answer: True
Data lakes store raw data; warehouses store curated data.
Answer: True
CDC streams database operations for real-time analytics.
Answer: True
IOCs are forensic artifacts for proactive blocking.
Answer: True
IaC scanners analyze Terraform/CloudFormation for issues.
Answer: True
Micro-segmentation creates granular security zones.
Answer: True
NEP 2020 emphasizes computational thinking from Class 6 onwards.
Answer: False
DPDP Act provisions are being notified in phases.
Answer: True
ISO/IEC 27001 specifies ISMS requirements: risk assessment, controls.
Answer: True
Documents issued through DigiLocker are legally valid under IT Act, 2000.
Answer: True
Feature stores manage feature engineering, versioning, serving.
Answer: True
PEFT methods update small subset of parameters, reducing compute/memory.
Answer: True
Feature engineering: domain knowledge, transformations, interactions, encoding.
Answer: True
Data lakes store raw structured/unstructured data; warehouses store curated data.
Answer: True
CDC captures database operations and streams to targets for real-time analytics.
Answer: True
IOCs are forensic artifacts indicating potential breaches. Used for proactive blocking.