ATTAOUI Mohammed Oualid

University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SVV

Main Referenced Co-authors

PASTORE, Fabrizio (3)

BRIAND, Lionel (2)

FAHMY, Hazem (2)

Briand Lionel (1)

Main Referenced Keywords

Clustering (1); Computer Science - Learning (1); Computer Science - Software Engineering (1); DNN Debugging (1); DNN Explanation (1);

Main Referenced Unit & Research Centers

Interdisciplinary Centre for Security, Reliability and Trust (SnT) > SVV - Software Verification and Validation (2)

Interdisciplinary Centre for Security, Reliability and Trust (SnT) > Software Verification and Validation Lab (SVV Lab) (1)

ULHPC - University of Luxembourg: High Performance Computing (1)

Main Referenced Disciplines

Computer science (3)

Publications (total 3)

Search in publications

The most downloaded

97 downloads

ATTAOUI, M. O., PASTORE, F., & Briand Lionel. (2024). SAFE: Safety Analysis and Retraining of DNNs. In Companion Proceedings of the 46th International Conference on Software Engineering (ICSE 2024). New York, United States: ACM. doi:10.1145/3639478.3640028 https://hdl.handle.net/10993/60732

The most cited

13 citations (Scopus®)

ATTAOUI, M. O., FAHMY, H., PASTORE, F., & BRIAND, L. (2022). Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering. ACM Transactions on Software Engineering and Methodology. doi:10.1145/3550271 https://hdl.handle.net/10993/52372

ATTAOUI, M. O., FAHMY, H., PASTORE, F., & BRIAND, L. (2024). Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches. ACM Transactions on Software Engineering and Methodology. doi:10.1145/3643671

https://hdl.handle.net/10993/58139

Peer Reviewed verified by ORBi

Dataset: https://figshare.com/projects/DNN_Explanation_for_Safety_Analysis_an_Empirical_Evaluation_of_Clustering-based_Approaches/157973

https://hdl.handle.net/10993/60732

Peer reviewed

https://hdl.handle.net/10993/52372

Peer Reviewed verified by ORBi