Data cleansing involves the process of removing or correcting ____________ in the data.
- Anomalies
- Errors
- Inconsistencies
- Irregularities
Data cleansing is about rectifying inconsistencies or anomalies in the data, ensuring data quality and integrity for accurate analysis and decision-making.
SQL ____________ is a technique that prevents SQL injection attacks by escaping special characters.
- Encoding
- Escaping
- Filtering
- Injection
SQL injection attacks occur when an attacker inserts malicious SQL code into input fields, exploiting vulnerabilities in the application's SQL query construction. Escaping special characters is a technique used to neutralize the effect of these characters, preventing them from being interpreted as part of the SQL query. This helps to ensure the integrity and security of the database.
Which entity typically defines the regulatory standards that organizations must adhere to regarding their databases?
- Database administrators
- Database vendors
- Government agencies
- Industry consortiums
Regulatory standards for databases are typically defined by government agencies. These standards may vary depending on the industry and location, and organizations must ensure compliance with the relevant regulations to avoid legal and financial consequences.
ETL testing tools often provide features for data ____________ to identify data quality issues.
- Extraction
- Loading
- Profiling
- Transformation
ETL testing tools often include data profiling capabilities, allowing testers to analyze the data and identify potential quality issues such as inconsistencies, duplicates, or missing values. Profiling helps in understanding the data distribution and its characteristics, facilitating effective testing and validation of ETL processes.
What is SQL injection testing, and why is it essential in SQL query testing?
- Detecting and preventing malicious SQL queries
- Evaluating SQL query performance
- Identifying syntax errors in SQL queries
- Verifying database schema integrity
SQL injection testing involves probing a system with malicious SQL queries to identify vulnerabilities. It is critical in SQL query testing to prevent attackers from exploiting vulnerabilities to gain unauthorized access to databases or manipulate data.
Test ____________ reports typically highlight key metrics, trends, and areas that require attention.
- Execution,
- Summary,
- Analysis,
- Review,
The correct option is "Summary". Test summary reports play a vital role in communicating key information about the testing process to stakeholders. These reports typically include essential metrics, trends, and findings from the testing activities, providing stakeholders with valuable insights into the quality of the product and areas that require attention.
When testing large datasets in a database, what challenge might testers face?
- Data consistency
- Performance bottlenecks
- Scalability issues
- Security vulnerabilities
Testing large datasets presents scalability challenges, where the database system's ability to handle increasing amounts of data efficiently is put to the test. Scalability issues involve ensuring that the system maintains its performance and responsiveness as the dataset size grows, avoiding performance bottlenecks that can hinder overall database functionality.
Which SQL statement is commonly used for testing the integrity of primary keys in a table?
- ALTER TABLE ... ADD CONSTRAINT ... PRIMARY KEY
- ASSERT
- CHECK
- VALIDATE
The SQL statement commonly used for testing the integrity of primary keys in a table is "ALTER TABLE ... ADD CONSTRAINT ... PRIMARY KEY". This statement is used to add a primary key constraint to a table, ensuring that the specified column(s) uniquely identify each row and enforcing data integrity. By adding a primary key constraint, it becomes impossible to insert duplicate or null values into the primary key column(s), thus maintaining the integrity of the data.
What are some common signs or indicators that a system may be vulnerable to SQL injection?
- Error Messages Revealing Database Structure
- Excessive Database Load
- Missing Input Validation
- Unsanitized User Input in SQL Queries
Common signs of SQL injection vulnerability include the presence of unsanitized user input directly concatenated into SQL queries, error messages that reveal database structure or query information, and the absence of input validation mechanisms. These indicators suggest that the system does not adequately sanitize and validate user input, making it vulnerable to SQL injection attacks.
An attacker may use ____________ to gather information about the database structure in a blind SQL injection attack.
- Comments
- Error messages
- Metadata
- Stored procedures
In a blind SQL injection attack, attackers may exploit error messages or use comments to gather information. However, a common technique is using database metadata to understand the database structure.