Big Data Analytics:
Posted: Mon May 19, 2025 5:03 am
Utilizing technologies like Hadoop and Spark to process large volumes of data, supporting real-time analysis and decision-making. Big data analytics can provide timely insights, helping businesses respond quickly to market changes.
Part Four: Privacy and Security of Special Data
4.1 Privacy Concerns
User concerns about data usage are increasing, especially in the context of frequent data breaches. Companies need to prioritize data privacy and protective measures. Privacy issues not only affect user experience but can also lead to legal actions and reputational damage.
4.2 Security Measures
Encryption Technologies:
Using encryption algorithms like AES and RSA to secure data during storage and transmission. Encryption employment data prevents unauthorized access and data leakage.
Access Control:
Implementing multi-factor authentication and role-based access control to ensure that only authorized personnel can access sensitive data. Effective access control can limit data access and reduce risk.
4.3 Legal Regulations
General Data Protection Regulation (GDPR):
The GDPR imposes strict requirements on the processing of personal data in the EU, mandating compliance from organizations. It emphasizes user control over personal data and transparency.
California Consumer Privacy Act (CCPA):
The CCPA grants California residents greater control over their personal information, requiring companies to ensure compliance. It mandates that businesses provide transparency in data collection efforts and allow users to opt-out of data sales.
Part Four: Privacy and Security of Special Data
4.1 Privacy Concerns
User concerns about data usage are increasing, especially in the context of frequent data breaches. Companies need to prioritize data privacy and protective measures. Privacy issues not only affect user experience but can also lead to legal actions and reputational damage.
4.2 Security Measures
Encryption Technologies:
Using encryption algorithms like AES and RSA to secure data during storage and transmission. Encryption employment data prevents unauthorized access and data leakage.
Access Control:
Implementing multi-factor authentication and role-based access control to ensure that only authorized personnel can access sensitive data. Effective access control can limit data access and reduce risk.
4.3 Legal Regulations
General Data Protection Regulation (GDPR):
The GDPR imposes strict requirements on the processing of personal data in the EU, mandating compliance from organizations. It emphasizes user control over personal data and transparency.
California Consumer Privacy Act (CCPA):
The CCPA grants California residents greater control over their personal information, requiring companies to ensure compliance. It mandates that businesses provide transparency in data collection efforts and allow users to opt-out of data sales.