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Chart 1: Bölgelere Göre Dağılım

Chart 2: Sektörlere Göre Dağılım

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Chart 3: Attack Type ve Target System Dağılımı

Chart 4: Yanıt Süresi Dağılımı

Chart 5: En Sık Kullanılan Mitigasyon Yöntemleri

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Chart 6: Kategoriye Göre Saldırı Sonuçları

Chart 7: Veri Kaybı ve Saldırı Süresi İlişkisi

Chart 8: Saldırı Şiddeti ve Araçlar Arasındaki Dağılım

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Veri Seti Özeti

 attack_type        target_system        outcome         
 Length:100000      Length:100000      Length:100000     
 Class :character   Class :character   Class :character  
 Mode  :character   Mode  :character   Mode  :character  
                                                         
                                                         
                                                         
   timestamp                      attacker_ip         target_ip        
 Min.   :2023-09-05 16:52:08.50   Length:100000      Length:100000     
 1st Qu.:2023-12-06 10:32:07.18   Class :character   Class :character  
 Median :2024-03-06 20:05:00.10   Mode  :character   Mode  :character  
 Mean   :2024-03-06 18:56:30.42                                        
 3rd Qu.:2024-06-06 05:36:47.92                                        
 Max.   :2024-09-05 16:45:10.24                                        
 data_compromised_GB attack_duration_min security_tools_used  user_role        
 Min.   :  0.00      Min.   :  1.0       Length:100000       Length:100000     
 1st Qu.: 25.17      1st Qu.: 76.0       Class :character    Class :character  
 Median : 50.06      Median :151.0       Mode  :character    Mode  :character  
 Mean   : 50.06      Mean   :151.1                                             
 3rd Qu.: 74.97      3rd Qu.:226.0                                             
 Max.   :100.00      Max.   :300.0                                             
   location         attack_severity    industry         response_time_min
 Length:100000      Min.   : 1.000   Length:100000      Min.   :  1.00   
 Class :character   1st Qu.: 3.000   Class :character   1st Qu.: 46.00   
 Mode  :character   Median : 5.000   Mode  :character   Median : 90.00   
                    Mean   : 5.499                      Mean   : 90.45   
                    3rd Qu.: 8.000                      3rd Qu.:135.00   
                    Max.   :10.000                      Max.   :180.00   
 mitigation_method 
 Length:100000     
 Class :character  
 Mode  :character

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Referanslar&Bilgiler