15 citations · 57 across the 8 of their papers we have counts for
8 papers
Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems
Armstrong Foundjem, Lionel Nganyewou Tidjon, Leuson Da Silva +1
Machine learning (ML) underpins foundation models in finance, healthcare, and critical infrastructure, making them targets for data poisoning, model extraction, prompt injection, a…
Responsible Design Patterns for Machine Learning Pipelines
Saud Hakem Al Harbi, Lionel Nganyewou Tidjon, Foutse Khomh
Integrating ethical practices into the AI development process for artificial intelligence (AI) is essential to ensure safe, fair, and responsible operation. AI ethics involves appl…
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…
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…
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…
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…
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…
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…