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20222025
most citedThreat Assessment in Machine Learning based Systems

15 citations · 57 across the 8 of their papers we have counts for

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Showing 2022Show all

6 papers · 1 filter

cs.SE2022★ 7 cited

An Empirical Study of Library Usage and Dependency in Deep Learning Frameworks

Mohamed Raed El aoun, Lionel Nganyewou Tidjon, Ben Rombaut +2

Recent advances in deep learning (dl) have led to the release of several dl software libraries such as pytorch, Caffe, and TensorFlow, in order to assist machine learning (ml) prac…

cs.CR2022★ 4 cited

Reliable Malware Analysis and Detection using Topology Data Analysis

Lionel Nganyewou Tidjon, Foutse Khomh

Increasingly, malwares are becoming complex and they are spreading on networks targeting different infrastructures and personal-end devices to collect, modify, and destroy victim i…

cs.CR2022★ 15 cited

Threat Assessment in Machine Learning based Systems

Lionel Nganyewou Tidjon, Foutse Khomh

Machine learning is a field of artificial intelligence (AI) that is becoming essential for several critical systems, making it a good target for threat actors. Threat actors exploi…

cs.AI2022★ 8 cited

Never trust, always verify : a roadmap for Trustworthy AI?

Lionel Nganyewou Tidjon, Foutse Khomh

Artificial Intelligence (AI) is becoming the corner stone of many systems used in our daily lives such as autonomous vehicles, healthcare systems, and unmanned aircraft systems. Ma…

cs.CY2022★ 9 cited

The Different Faces of AI Ethics Across the World: A Principle-Implementation Gap Analysis

Lionel Nganyewou Tidjon, Foutse Khomh

Artificial Intelligence (AI) is transforming our daily life with several applications in healthcare, space exploration, banking and finance. These rapid progresses in AI have broug…

cs.SE2022★ 4 cited

Bug Characteristics in Quantum Software Ecosystem

Mohamed Raed El aoun, Heng Li, Foutse Khomh +1

With the advance in quantum computing in recent years, quantum software becomes vital for exploring the full potential of quantum computing systems. Quantum programming is differen…