11 citations · 11 across the 5 of their papers we have counts for
10 papers
Usage Control in Public Data Exchange Infrastructures for Future Digital Governance
Oleksandr Kosenkov, Fathiyeh Faghih, Eric Jackson +1
Public data exchange infrastructures, such as X-Road, are essential to data-intensive digital public services and the EU digital economy. Their next generation requires advanced da…
Effective Black Box Testing of Sentiment Analysis Classification Networks
Parsa Karbasizadeh, Fathiyeh Faghih, Pouria Golshanrad
Transformer-based neural networks have demonstrated remarkable performance in natural language processing tasks such as sentiment analysis. Nevertheless, the issue of ensuring the…
Effective Targeted Testing of Smart Contracts
Mahdi Fooladgar, Fathiyeh Faghih
Smart contracts are autonomous and immutable pieces of code that are deployed on blockchain networks and run by miners. They were first introduced by Ethereum in 2014 and have sinc…
DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extraction
Pouria Golshanrad, Fathiyeh Faghih
Recurrent neural networks (RNNs) have emerged as powerful tools for processing sequential data in various fields, including natural language processing and speech recognition. Howe…
A Passive Online Technique for Learning Hybrid Automata from Input/Output Traces
Iman Saberi, Fathiyeh Faghih, Farzad Sobhi Bavil
Specification synthesis is the process of deriving a model from the input-output traces of a system. It is used extensively in test design, reverse engineering, and system identifi…
Self-Competitive Neural Networks
Iman Saberi, Fathiyeh Faghih
Deep Neural Networks (DNNs) have improved the accuracy of classification problems in lots of applications. One of the challenges in training a DNN is its need to be fed by an enric…