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Answer: True
QKD uses no-cloning theorem and measurement disturbance to detect eavesdropping. Provides provable security unlike computational security of classical cryptography.
Answer: Digital Personal Data Protection / DPDP
DPDP Act 2023 establishes framework for processing digital personal data in India, with rights for data principals and obligations for data fiduciaries.
Answer: True
Right to Erasure (Article 17 GDPR) allows individuals to request deletion when data is no longer necessary, consent withdrawn, or processing unlawful. Critical privacy right.
Answer: Both A and B
GDPR requires explicit consent for special category data; ePrivacy Directive covers electronic communications. Both emphasize user control and transparency in data processing.
Answer: True
Model inversion exploits model confidence scores to infer sensitive attributes of training data. Mitigation: differential privacy, output perturbation, access controls.
Answer: Container / Image
Container image scanning identifies known vulnerabilities, misconfigurations, and secrets in images before deployment. Critical for secure CI/CD pipelines in cloud-native environments.
Answer: True
Service mesh (Istio, Linkerd) automatically encrypts service-to-service traffic with mTLS, provides authentication, authorization, and observability without application code changes.
Answer: All of these
Kubernetes security: Pod Security Policies restrict privileges, Network Policies control traffic, Resource Limits prevent DoS. Combined for defense-in-depth in container environments.
Answer: Device Posture
Device posture assessment evaluates endpoint security: OS patches, antivirus status, encryption, compliance. Critical for Zero Trust access decisions in hybrid environments.
Answer: True
Micro-segmentation creates granular security policies around individual workloads/applications, containing breaches and preventing attackers from moving laterally across the network.
Answer: Thought
Chain-of-Thought prompting generates reasoning steps.
Answer: True
Fine-tuning updates weights on task-specific data.
Answer: Clustering
Clustering discovers natural groupings in unlabeled data.
Answer: True
Feature engineering: transformations, interactions, encoding.
Answer: Time Series Forecasting
Time series forecasting models temporal patterns.
Answer: Serverless
Serverless query engines query object storage directly.
Answer: True
Data lakes store raw data; warehouses store curated data.
Answer: Parquet
Parquet is columnar storage optimized for analytics.
Answer: Stream
Stream processing handles continuous data flows.
Answer: True
CDC streams database operations for real-time analytics.