Hazem Fahmy
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| Faculty or Centre | Interdisciplinary Centre for Security, Reliability and Trust | ||||
| Department | SVV | ||||
| Postal Address |
Université du Luxembourg 29, avenue JF Kennedy L-1855 Luxembourg |
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| Campus Office | JFK Building, E01-101 | ||||
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| Telephone | (+352) 46 66 44 5927 | ||||
Hazem Fahmy received his MSc. degree in Electronics engineering from German University in Cairo (Egypt), in 2015. His research interest is in Automotive Applications, Embedded Systems, and Mathematical modelling. Hazem joined the Software Verification & Validation research group, SVV, headed by Prof. Lionel Briand and he will be advised by Dr Fabrizio Pastore.
Last updated on: Thursday, 16 May 2019
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In press
Simulator-based explanation and debugging of hazard-triggering events in DNN-based safety-critical systems; ; ;
in ACM Transactions on Software Engineering and Methodology (in press)
2022
Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering; ; ;
in ACM Transactions on Software Engineering and Methodology (2022)
HUDD: A tool to debug DNNs for safety analysis; ;
in 2022 IEEE/ACM 44th International Conference on Software Engineering (2022, May)
2021
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning; ; ;
in IEEE Transactions on Reliability (2021), 70(4), 1641-1657
