The graph spectrum of a graph is the set of eigenvalues of its adjacency matrix and provides valuable insight into the graph's structure and properties, such as connectivity and community detection. Analyzing these eigenvalues can reveal information about graph symmetries, the presence of cycles, and even the graph's resilience to network disruptions.