Research Article

[Retracted] Research on Network Security Situational Awareness Based on Crawler Algorithm

Algorithm 1

Crawler algorithm implementation.
(1)INPUT: tfidf_path weight and category
(2)OUTPUT: total_correct_rate
(3)For each classify_name in classify_list do
(4)   MLPClassifier(hidden_layer_sizes, random_state,
(5) solver, alpha)
(6)   joblib.dump(network_clf)
(7)   If real_classify = = predicted_classify then
(8)    correct_rate = predicted_score
(9)    correct_file_num = correct_file_num + 1
(10)   Else
(11)    wrong_file_num = wrong_file_num + 1
(12)   End if
(13) Return total_correct_rate