Artificial Neural Network Based Test Escape Screening Using Generative Model

Title:Artificial Neural Network Based Test Escape Screening Using Generative Model

Authors:Michihiro Shintani, Yoshiyuki Nakamura and Michiko Inoue

Conference:ITC 2018

Tags:Machine learning based test, Neural network, Outlier screening and Variational autoencoder

Abstract:

We propose a test escape detection method based on variational autoencoder that is widely used in neural network. Experiments demonstrates the proposed method detects test escapes more than 8.5 times compared to a conventional method.

Artificial Neural Network Based Test Escape Screening Using Generative Model

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

1of23

1

2

3

4