Bosch AIShield

AI Security is critical for Building Digital Trust

Is your AI Secure?

Bosch AIShield – Defending against model extraction attack

Select AI Model

Input Image

input

Image 1
 

icon

AI Model Output

output

Accuracy
90 %

Input Signal

input

Signal 1
 

icon

AI Model Output

output

RMSE
5.60E-06

Input Text

input

Text 1
 

icon

AI Model Output

output

Accuracy
90 %

input

Input Image

output

AI Model Output

Accuracy  90%

Attack Type

Queries

Without AIShield

black_low

Accuracy

20%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_med

Accuracy

48%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_high

Accuracy

70%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_low

Accuracy

31%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_med

Accuracy

60%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_high

Accuracy

80%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

sentiment_black_low

Accuracy

20%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

sentiment_black_medium

Accuracy

48%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

sentiment_black_high

Accuracy

70%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

sentiment_grey_low

Accuracy

31%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

sentiment_grey_med

Accuracy

60%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

sentiment_grey_high

Accuracy

80%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

time_black_low

RMSE

1.29E-05

Vulnerability index

With AIShield

output

RMSE

1.4E-05

Vulnerability index

Without AIShield

time_black_med

RMSE

8.96E-06

Vulnerability index

With AIShield

output

RMSE

1.4E-05

Vulnerability index

Without AIShield

time_black_high

RMSE

6.78E-06

Vulnerability index

With AIShield

output

RMSE

1.4E-05

Vulnerability index

Without AIShield

time_grey_low

RMSE

1.08E-05

Vulnerability index

With AIShield

output

RMSE

1.4E-05

Vulnerability index

Without AIShield

time_grey_med

RMSE

7.79E-06

Vulnerability index

With AIShield

output

RMSE

1.4E-05

Vulnerability index

Without AIShield

time_grey_high

RMSE

6.16E-06

Vulnerability index

With AIShield

output

RMSE

1.4E-05

Vulnerability index

Without AIShield

black_low

Accuracy

20%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_low

Accuracy

48%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_low

Accuracy

70%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_low

Accuracy

31%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_low

Accuracy

60%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

Without AIShield

black_low

Accuracy

80%

Vulnerability index

With AIShield

output

Accuracy

15%

Vulnerability index

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