Table 6 Level partitioning of final reachability matrix.

From: A generative AI cybersecurity risks mitigation model for code generation: using ANN-ISM hybrid approach

Level partitioning

Elements (Mi)

Reachability set R (Mi)

Antecedent set A (Ni)

Intersection set R (Mi) ∩ (Ni)

Levels

Iteration one

CR1

1, 2, 3, 5, 6,

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,

1, 2, 3, 5, 6,

1

CR2

1, 2, 3, 5, 6,

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,

1, 2, 3, 5, 6,

1

CR3

1, 2, 3, 5, 6,

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,

1, 2, 3, 5, 6,

1

CR4

1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

–

CR5

1, 2, 3, 5, 6,

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,

1, 2, 3, 5, 6,

1

CR6

1, 2, 3, 5, 6,

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,

1, 2, 3, 5, 6,

1

CR7

1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

–

CR8

1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

–

CR9

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14,

9, 12, 13,

9, 13,

–

CR10

1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

–

CR11

1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

–

CR12

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,

12,

12,

–

CR13

1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14,

9, 12, 13,

9, 13,

–

CR14

1, 2, 3, 4, 5, 6, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

–

Iteration two

CR1

–

4, 7, 8, 9, 10, 11, 12, 13, 14,

–

1

CR2

–

4, 7, 8, 9, 10, 11, 12, 13, 14,

–

1

CR3

–

4, 7, 8, 9, 10, 11, 12, 13, 14,

–

1

CR4

4, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

2

CR5

–

4, 7, 8, 9, 10, 11, 12, 13, 14,

–

1

CR6

–

4, 7, 8, 9, 10, 11, 12, 13, 14,

–

1

CR7

4, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

2

CR8

4, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

2

CR9

4, 7, 8, 9, 10, 11, 13, 14,

9, 12, 13,

9, 13,

–

CR10

4, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

2

CR11

4, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

2

CR12

4, 7, 8, 9, 10, 11, 12, 13, 14,

12,

12,

–

CR13

4, 7, 8, 9, 10, 11, 13, 14,

9, 12, 13,

9, 13,

–

CR14

4, 7, 8, 10, 11, 14,

4, 7, 8, 9, 10, 11, 12, 13, 14,

4, 7, 8, 10, 11, 14,

2

Iteration three

CR1

–

9, 12, 13,

–

1

CR2

–

9, 12, 13,

–

1

CR3

–

9, 12, 13,

–

1

CR4

–

9, 12, 13,

–

2

CR5

–

9, 12, 13,

–

1

CR6

–

9, 12, 13,

–

1

CR7

–

9, 12, 13,

–

2

CR8

–

9, 12, 13,

–

2

CR9

9, 13,

9, 12, 13,

9, 13,

3

CR10

–

9, 12, 13,

–

2

CR11

–

9, 12, 13,

–

2

CR12

9, 12, 13,

12,

12,

–

CR13

9, 13,

9, 12, 13,

9, 13,

3

CR14

–

9, 12, 13,

–

2

Iteration four

CR1

 

12,

 

1

CR2

 

12,

 

1

CR3

 

12,

 

1

CR4

 

12,

 

2

CR5

 

12,

 

1

CR6

 

12,

 

1

CR7

 

12,

 

2

CR8

 

12,

 

2

CR9

 

12,

 

3

CR10

 

12,

 

2

CR11

 

12,

 

2

CR12

12,

12,

12,

4

CR13

 

12,

 

3

CR14

 

12,

 

2

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