Table 3 Combined summary per BPP for cover–stego and secret–extracted metrics using different secret image sizes with PSO.

From: Optimization-driven steganographic system based on fused maps and blowfish encryption

Secret Size

\(\hbox {BPP}_{{tgt}}\)

\(\hbox {BPP}_{{used}}\)

\(\hbox {PSNR}_{{cs}}\) (dB)

\(\hbox {SSIM}_{{cs}}\)

\(\hbox {MSE}_{{cs}}\)

\(\hbox {IF}_{{cs}}\)

\(\hbox {PSNR}_{{sec}}\)

\(\hbox {SSIM}_{{sec}}\)

\(t_{embed}\) (ms)

\(t_{extract}\) (ms)

Capacity (bits)

Target (bits)

Used (bits)

64\(\times\)64

0.10

0.096

61.40

1.0000

0.0471

0.999999

\(\infty\)

1.0000

15.53

8.61

262,144

26,214

25,152

64\(\times\)64

0.20

0.196

58.29

0.9999

0.0964

0.999997

\(\infty\)

1.0000

50.36

18.17

262,144

52,429

51,264

64\(\times\)64

0.40

0.383

55.34

0.9996

0.1900

0.999994

\(\infty\)

1.0000

50.85

39.38

262,144

104,858

100,416

64\(\times\)64

1.00

0.989

51.21

0.9972

0.4923

0.999984

\(\infty\)

1.0000

135.89

113.97

262,144

262,144

259,264

128\(\times\)128

0.10

0.096

61.41

0.9999

0.0470

0.999999

\(\infty\)

1.0000

13.24

9.46

262,144

26,214

25,152

128\(\times\)128

0.20

0.196

58.30

0.9998

0.0962

0.999997

\(\infty\)

1.0000

26.37

18.38

262,144

52,429

51,264

128\(\times\)128

0.40

0.383

55.35

0.9996

0.1896

0.999994

\(\infty\)

1.0000

56.27

39.22

262,144

104,858

100,416

128\(\times\)128

1.00

0.989

51.21

0.9972

0.4916

0.999984

\(\infty\)

1.0000

136.14

108.37

262,144

262,144

259,264

512\(\times\)512

0.10

0.096

61.39

1.0000

0.0472

0.999998

\(\infty\)

1.0000

13.04

9.40

262,144

26,214

25,152

512\(\times\)512

0.20

0.196

58.28

0.9999

0.0966

0.999997

\(\infty\)

1.0000

26.85

18.09

262,144

52,429

51,264

512\(\times\)512

0.40

0.383

55.34

0.9995

0.1900

0.999994

\(\infty\)

1.0000

51.13

33.88

262,144

104,858

100,416

512\(\times\)512

1.00

0.989

51.20

0.9972

0.4928

0.999984

\(\infty\)

1.0000

136.14

108.37

262,144

262,144

259,264

  1. \(\hbox {PSNR}_{{sec}}\) shown as \(\infty\) indicates lossless recovery of the secret (no measurable error).