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Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering
Mohammed Attaoui
, Hazem Fahmy
, Fabrizio Pastore
,
Lionel Briand
University of Luxembourg
Research output
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Contribution to journal
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peer-review
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Engineering
Black Box
100%
Feature Extraction
100%
Safety Analysis
100%
Deep Neural Network
100%
Clustering Algorithm
10%
Automotives
10%
Experimental Result
10%
Execution Time
10%
Critical System
10%
Functional Safety
10%
Learning System
10%
Transfer Learning
10%
Image Modeling
10%
Computer Science
Deep Neural Network
100%
Feature Extraction
100%
Clustering Algorithm
10%
Case Study
10%
Experimental Result
10%
Execution Time
10%
Superior Performance
10%
Safety Critical Systems
10%
Automotive Domain
10%
Risk Analysis
10%
Transfer Learning
10%
Machine Learning
10%
Learning System
10%
Pre-Trained Model
10%
Image Modeling
10%
Chemical Engineering
Deep Neural Network
100%
Learning System
10%
Neuroscience
Neural Network
100%