Amazon AWS: Accelerate Security Investigations with Machine Learning and Graph Theory

Accelerate Security Investigations with Machine Learning and Graph Theory

Question

Which AWS service offering uses machine learning and graph theory capability on automatically collected log data to help you conduct faster and efficient security investigations?

Answers

Explanations

Click on the arrows to vote for the correct answer

A. B. C. D.

Answer: B.

Option A is INCORRECT.

Amazon Macie is a fully managed service from AWS that provides data security and privacy by utilizing Amazon's machine learning and pattern matching capabilities.

Option B is CORRECT.

Amazon Detective is a security service that uses machine learning capabilities on the automatically collected log data to help customers perform efficient and fast security investigations.

Option C is INCORRECT.

AWS Artifact is a central resource for all the information about compliance.

AWS artifact provides on-demand access to compliance reports at no additional cost.

Option D is INCORRECT.

Amazon GuardDuty performs continuous monitoring to protect AWS account, S3 data and workloads from any malicious, unauthorized activities.

https://aws.amazon.com/macie/ https://aws.amazon.com/detective/faqs/ https://aws.amazon.com/artifact/ https://aws.amazon.com/guardduty/

The correct answer is B. Amazon Detective.

Amazon Detective is an AWS service that helps you to analyze, investigate, and quickly identify the root cause of potential security issues or suspicious activities across your AWS resources. It uses machine learning and graph theory algorithms to analyze automatically collected log data, such as CloudTrail, VPC Flow Logs, and DNS logs, to create interactive visualizations and graphs that provide a detailed picture of your AWS environment.

With Amazon Detective, you can easily analyze and investigate security issues without the need for any additional software, infrastructure, or expertise. The service provides visualizations of AWS resources, such as EC2 instances and security groups, that can help you to identify the source of suspicious activities, and it can automatically identify patterns and anomalies in log data that could indicate a security threat.

Furthermore, Amazon Detective helps you to conduct faster and more efficient security investigations by reducing the time and effort required to analyze large volumes of log data. The service automatically aggregates and summarizes log data, and it provides a unified view of security-related events across your AWS environment.

Amazon Detective also provides built-in collaboration features, such as sharing and commenting on findings, which can help you to work with your security team to quickly remediate security issues and improve your overall security posture.

In summary, Amazon Detective uses machine learning and graph theory capabilities on automatically collected log data to help you conduct faster and more efficient security investigations across your AWS resources.