Fortinet Updated NSE6_FSM_AN-7.4 Exam Questions and Answers by lily-mae

The correct answer is C. Regression. Regression is the machine learning task used when a model predicts a target value based on other fields in a dataset. In FortiSIEM’s machine learning workflow, regression configuration includes selecting Fields to use for Prediction and a Field to Predict. The User Guide explains that during regression training, the analyst chooses the fields used for prediction and the field being predicted, then trains the model with a Train factor. This matches the question exactly: the model predicts a target based on other fields, and the inference phase can identify anomalies when observed values differ significantly from predicted values. Classification is used to assign records to discrete classes or categories, not to predict a continuous target metric from other variables. Clustering groups similar observations without a predefined target field. Forecasting predicts future values over time, normally based on time-series behavior. Because the question specifically describes predicting a target field from other dataset fields and detecting mismatch from the prediction, the correct machine learning method is Regression.

The fields are highlighted in red because unique values such as Event Receive Time and Raw Event Log cannot be used in group-by operations. Grouping requires aggregatable or consistent values across events, while these fields are unique to each event, making them incompatible for grouping.

The correct answer is A because the highlighted fields are not valid for that grouped/aggregated display configuration. The FortiSIEM 7.4 User Guide notes that some event attributes, functions, and queries are not supported in specific analytics result-filter and display contexts. It lists date fields, including examples such as Event Receive Time , and also lists Raw Event Log and Binary Raw Event Log among unsupported fields for that context. The reason is practical: grouping requires stable values that can combine multiple events into meaningful grouped rows. Attributes such as Event Receive Time and Raw Event Log are highly specific to individual events. If every event has its own receive timestamp or unique raw log content, grouping by those fields defeats aggregation and can create one row per event rather than meaningful grouped output. COUNT(Matched Events) itself is a valid aggregate expression when used correctly. Event Receive Time is available in logs, but it is not appropriate as a grouped field in the configuration shown. Therefore, the red highlighting indicates invalid grouped fields caused by unique/non-groupable values.

The correct answer is A. The FortiSIEM Study Guide explicitly lists Create Rule as one of the actions that can be performed directly from Analytics search results. The guide states that to perform actions on results, an analyst clicks Actions and can choose options such as Email Result, Export Result, Add Result to Case, Copy To New Tab, Save Report, and Create Rule. The rules lesson further explains what happens after clicking Create Rule: FortiSIEM opens a new rule configuration window and creates a subpattern based on the analytics search parameters. It states that FortiSIEM uses the analytics search filter conditions to create the rule subpattern filter conditions, uses the search display conditions to create the rule Group By conditions, and sets the Aggregate condition to COUNT(Matched Events) > = 1. Creating a new rule manually under Resources > Rules would work, but it is slower because the analyst must manually re-enter the search criteria. The direct Analytics > Actions > Create Rule workflow is the quickest method.

The correct answer is A. FortiSIEM supports bulk rule operations for selected rules. The FortiSIEM 7.4 User Guide states that if you have permission to activate a rule, you can activate or deactivate multiple rules with a single click. The procedure instructs the user to go to Resources > Rules, click the edit icon, select Multiple Rules, choose the rules, and then use the Select Actions panel. In that panel, the guide states that you can select a Severity from the Severity drop-down list to change the selected rules, and you can also select or deselect active status options for new or existing organizations to make the selected rules active or inactive. This proves that both operations are available: severity changes and activation/deactivation changes. Option B is too restrictive because FortiSIEM allows multiple-rule selection. Option C is incomplete because activation/deactivation is also supported. Option D is incomplete because severity changes are also supported. Therefore, the correct answer is that you can change severity and activate or deactivate multiple selected rules.