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@@ -10,7 +10,7 @@ The Graph-Based Dataset for IoT Network Attack Detection is a curated collection
 The dataset consists of network traffic data captured from emulated IoT network environments, where various attack scenarios have been emulated. The network traffic data is represented in the form of graphs, capturing the interactions and relationships between different devices, services, and communication patterns within the IoT network. Each graph in the dataset represents a snapshot of network activity over a specific time period, enabling analysis of attack patterns and behaviors. The following figure presents the general netwok architecture.
 
 ![Alt text](image-1.png)
-<img src="image-a.png" alt="alt text" width="200" />
+<img src="image-1.png" alt="alt text" width="200" />
 
 You find in this dataset the graph that contains all the attacks and also one graph per attack. The graph containing all attacks is the merge of attack graphs include normal traffic.