[HTML][HTML] Explainable artificial intelligence (xai) for intrusion detection and mitigation in intelligent connected vehicles: A review

CI Nwakanma, LAC Ahakonye, JN Njoku… - Applied Sciences, 2023 - mdpi.com
smart cars, resulting in the concept of “The IoV” which allows … This work shows the promising
role of AI in securing ICVs. … that it can explain the output of any machine learning model, …

An explainable deep learning framework for resilient intrusion detection in IoT-enabled transportation networks

A Oseni, N Moustafa, G Creech… - … on Intelligent …, 2022 - ieeexplore.ieee.org
Smart cars and other connected vehicles, which together … is used to explain the complex
internal functions of the model … intersection of security, privacy, and machine learning within …

Explainable Artificial Intelligence (XAI): connecting artificial decision-making and human trust in autonomous vehicles

AVS Madhav, AK Tyagi - … Computing, Communications, and Cyber-Security …, 2022 - Springer
deep learning algorithms for road object detection to intrusion detection systems for CAN bus
monitoring, the functioning of a self-driving vehiclefunction in unison for the smart vehicles

[HTML][HTML] Federated learning of explainable AI models in 6G systems: Towards secure and automated vehicle networking

A Renda, P Ducange, F Marcelloni, D Sabella… - Information, 2022 - mdpi.com
… in the context of Neural Networks and Deep Learning models (due to their gradient … importance
of explainability has been recently highlighted in the context of Secure Smart Vehicles [7]: …

Machine learning technologies for secure vehicular communication in internet of vehicles: recent advances and applications

ES Ali, MK Hasan, R Hassan, RA Saeed… - Security and …, 2021 - Wiley Online Library
… The promised applications of smart vehicles and IoV systems … of using ML in IoV and explain
the areas that could contribute to … Machine learning plays a vital role in vehicle intelligent

[HTML][HTML] A survey of explainable artificial intelligence for smart cities

AR Javed, W Ahmed, S Pandya, PKR Maddikunta… - Electronics, 2023 - mdpi.com
… a survey on explainable deep learning models for smart city … presents numerous security
challenges to smart city problems … on the intelligent sensing units connected to smart vehicles, …

A review of trustworthy and explainable artificial intelligence (xai)

V Chamola, V Hassija, AR Sulthana, D Ghosh… - IEEe …, 2023 - ieeexplore.ieee.org
… and keep all our data safe and secure from prying eyes. It can … cars, if we can track each car’s
behaviour (ie, if each car’s … employ deep learning and other machine learning approaches. …

[HTML][HTML] Od-xai: Explainable ai-based semantic object detection for autonomous vehicles

H Mankodiya, D Jadav, R Gupta, S Tanwar, WC Hong… - Applied Sciences, 2022 - mdpi.com
… the intricate workings of deep learning models. These … that function as eyes and provide
vision to the vehicles. … roads and other surrounding objects to securely drive a car. It is vital to …

Machine learning based accident prediction in secure iot enable transportation system

BK Mohanta, D Jena, N Mohapatra… - Journal of Intelligent …, 2022 - content.iospress.com
… plays a very crucial role in the smart transportation system. … a secure IoT based architecture
is proposed for smart vehicle … and machine learning techniques are explained in section 3. …

Recent advances in trustworthy explainable artificial intelligence: Status, challenges, and perspectives

A Rawal, J McCoy, DB Rawat… - … Artificial Intelligence, 2021 - ieeexplore.ieee.org
importance values for accurate and consistent explainable … for machine learning security to
securing machine learning for CPS… for unmanned aerial vehicles,” IEEE Access, vol. 7, pp. 17 …