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M. K. Ahuja, S. Sahil and H. Spieker

FoCA: Failure-oriented Class Augmentation for Robust Image Classification

In The 34th IEEE International Conference on Tools with Artificial Intelligence (ICTAI). IEEE, 2022.
Proceedings, refereed
2022
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M. K. Ahuja, A. Gotlieb and H. Spieker

Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques

In Artificial Intelligence in Software Testing @ 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, 2022.
Proceedings, refereed
2022
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M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

In Proceedings of the 31st European Safety and Reliability Conference (ESREL). ESREL, 2021.
Proceedings, refereed
2021
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M. K. Ahuja, M. B. Belaid, P. Bernabé, M. Collet, A. Gotlieb, C. Lal, D. Marijan, S. Sen, A. Sharif and H. Spieker

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

In 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020. CEUR Workshop Proceedings, 2020.
Proceedings, refereed
2020
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2022

Proceedings, refereed

M. K. Ahuja, A. Gotlieb and H. Spieker

Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques

In Artificial Intelligence in Software Testing @ 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, 2022.
Status: Published
M. K. Ahuja, S. Sahil and H. Spieker

FoCA: Failure-oriented Class Augmentation for Robust Image Classification

In The 34th IEEE International Conference on Tools with Artificial Intelligence (ICTAI). IEEE, 2022.
Status: Published

Posters

A. Gotlieb, M. K. Ahuja and M. B. Belaid

T-Largo: Testing of Learning Robots

Simula Research Laboratory - KA23, Oslo, Norway, 2022.
Status: Published
2021

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

In Proceedings of the 31st European Safety and Reliability Conference (ESREL). ESREL, 2021.
Status: Published
2020

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, M. Collet, A. Gotlieb, C. Lal, D. Marijan, S. Sen, A. Sharif and H. Spieker

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

In 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020. CEUR Workshop Proceedings, 2020.
Status: Published
2019

Proceedings, refereed

D. Marijan, A. Gotlieb and M. K. Ahuja

Challenges of Testing Machine Learning Based Systems

In Proceedings of the 1st IEEE Artificial Intelligence Testing Conference (AI Test 2019). San Francisco, CA, USA: IEEE, 2019.
Status: Published

Technical reports

M. K. Ahuja, H. Spieker, A. Gotlieb, D. Marijan and M. Mossige

Survey on Testing of Deep Learning Systems

Simula Research Laboratory, 2019.
Status: Published

Talks, contributed

M. K. Ahuja

Training of Deep Learning Models with Reduced Training Dataset using Regression Testing

In 14th Certus User Partner Workshop (UPW), Larvik, Norway, 2019.
Status: Published