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Advances, Systems and Applications

Table 8 Comparison results (%) on real-world networks with reinsertion. The bold result is the best one of that network

From: Revisiting the power of reinsertion for optimal targets of network attack

R(With reinsert)

Random

HDA

HPRA

CI

MinSum

BPD

CoreHD

GND

Corruption

12.78

11.66

11.73

18.40

18.63

18.34

18.82

21.14

Crime

14.19

11.33

11.41

36.47

14.18

36.32

36.12

36.60

USairport

14.49

9.85

9.76

11.68

9.61

9.58

9.65

9.82

Hamster

18.31

14.71

15.16

15.57

16.23

16.38

16.66

16.24

Figeys

3.99

3.14

3.13

3.28

3.44

3.39

3.43

3.76

CA-GrQc

10.31

8.59

8.66

8.70

8.85

8.67

8.75

7.70

HI-II-14

7.00

5.68

5.70

22.00

5.76

22.75

22.76

23.07

Powergrid

7.93

6.94

7.16

4.90

5.02

4.92

5.08

4.44

CA-HepPh

15.40

14.41

14.49

14.53

15.39

15.14

15.19

13.98

DBLP

10.42

8.75

8.75

8.94

10.18

10.05

10.15

9.79

Cora

17.00

13.48

13.49

13.11

14.05

13.79

14.04

13.83

Digg

10.96

8.59

8.60

28.21

26.28

26.24

26.24

26.94

Email-Enron

6.01

3.96

3.95

17.91

4.25

18.46

18.68

16.20

Brightkite

10.18

8.20

8.21

7.69

8.41

22.06

8.35

8.41

Gnutella31

11.20

10.07

10.07

25.98

10.83

25.87

25.86

25.46

Facebook

25.38

22.39

22.37

40.67

25.65

40.67

40.68

39.96

Epinions

5.70

4.96

4.94

17.95

4.97

18.18

18.18

18.00

Douban

2.72

2.09

2.09

2.17

2.38

2.36

2.36

2.31

Avg

11.33

9.38

9.43

16.56

11.34

17.40

16.72

16.54