The most effective way to ensure the integrity of data transmitted over a network is to use a message digest. A message digest is a cryptographic function that generates a unique and fixed-length value (also known as a hash or checksum) from any input data. The message digest can be used to verify that the data has not been altered or corrupted during transmission by comparing it with the message digest generated at the destination.
Message encryption is a method of protecting the confidentiality of data transmitted over a network by transforming it into an unreadable format using a secret key. Message encryption does not ensure the integrity of data, as it does not prevent or detect unauthorized modifications. Certificate authority (CA) is an entity that issues and manages digital certificates that bind public keys to identities. CA does not ensure the integrity of data, as it does not prevent or detect unauthorized modifications. Steganography is a technique of hiding data within other data, such as images or audio files. Steganography does not ensure the integrity of data, as it does not prevent or detect unauthorized modifications. References:
CISA Review Manual, 27th Edition, pages 383-3841
CISA Review Questions, Answers and Explanations Database, Question ID: 258

The use of open-source software components in IoT devices presents the greatest security risk due to potential vulnerabilities that may exist within the software. These vulnerabilities can be exploited if patches are not applied promptly, and the organization might not have direct control over the software ' s maintenance and security updates. This risk is amplified in critical manufacturing environments where compromised IoT devices can lead to operational disruptions.
Physical Security (Option A):While important, theft of IoT devices generally poses less risk compared to a system-wide compromise due to software vulnerabilities.
Firmware Storage Constraints (Option C):While a limitation, this is a secondary concern compared to exploitable software.
Devices Not Using Wireless Connectivity (Option D):Wired devices are generally more secure, reducing this as a significant concern.
Reference:ISACA CISA Review Manual, Job Practice Area 4: Protection of Information Assets.

A vendor requires privileged access to a key business application. The best recommendation to reduce the risk of data leakage is to implement real-time activity monitoring for privileged roles. This is because real-time activity monitoring can provide visibility and accountability for the actions performed by the vendor with privileged access, such as creating, modifying, deleting, or copying data. Real-time activity monitoring can also enable timely detection and response to any unauthorized or suspicious activities that may indicate data leakage. Including the right-to-audit in the vendor contract is a good practice, but it may not be sufficient to prevent or detect data leakage in a timely manner, as audits are usually performed periodically or on-demand.
Performing a review of privileged roles and responsibilities is also a good practice, but it may not address the specific risk of data leakage by the vendor with privileged access. Requiring the vendor to implement job rotation for privileged roles may reduce the risk of collusion or fraud, but it may not prevent or detect data leakage by any individual with privileged access. References: CISA Review Manual (Digital Version),
[ISACA Privacy Principles and Program Management Guide]

Data loss can occur due to various reasons, such as accidental deletion, hardware failure, malware infection, theft, or unauthorized access. Data classification procedures can help to identify and protect sensitive data, but they are not sufficient to prevent data loss. The most effective way to protect against data loss is to conduct periodic security awareness training for employees, which can educate them on the importance of data security, the best practices for data handling and storage, and the common threats and risks to data.