Design of countermeasure to packet falsification in vehicle platooning by explainable artificial intelligence

M Mongelli - Computer Communications, 2021 - Elsevier
In view of system reliability, extraction of knowledge from models of artificial intelligence may
be more important than their forecasting ability. The elaboration of rules found by …

Achieving zero collision probability in vehicle platooning under cyber attacks via machine learning

M Mongelli, M Muselli, E Ferrari - 2019 4th international …, 2019 - ieeexplore.ieee.org
Achieving Zero Collision Probability in Vehicle Platooning under Cyber Attacks via Machine
Learning Page 1 M. Mongelli, M. Muselli Institute of Electronics, Computer and …

Performance validation of vehicle platooning through intelligible analytics

M Mongelli, E Ferrari, M Muselli… - IET Cyber‐Physical …, 2019 - Wiley Online Library
The study deals with intelligible analytics for performance modelling of vehicle platooning.
Knowledge extraction with rules is targeted to understand safety regions (collision …

[图书][B] Analysis of false data injection in vehicle platooning

B Biswas - 2015 - search.proquest.com
Automated vehicles promise to be one of the most constructive inventions of late as they
promote road safety, fuel efficiency, and reduced time road travel, by decreasing traffic …

Accellerating prism validation of vehicle platooning through machine learning

M Mongelli, M Muselli, A Scorzoni… - 2019 4th international …, 2019 - ieeexplore.ieee.org
The paper deals with machine learning to accelerate model-checking of vehicle platooning.
The idea is to simulate collision events and provide a set of data for using machine learning …

Predicting traffic accidents using the conflict coefficient

SV Zhankaziev, AV Zamytskih… - … Electronic Devices in …, 2022 - ieeexplore.ieee.org
The article presents theoretical approaches to the development of a methodology for
predicting the occurrence of road accidents on public roads that occur as a result of …

Traffic rules compliance checking of automated vehicle maneuvers

H Bhuiyan, G Governatori, A Bond… - Artificial Intelligence and …, 2024 - Springer
Abstract Automated Vehicles (AVs) are designed and programmed to follow traffic rules.
However, there is no separate and comprehensive regulatory framework dedicated to AVs …

Identification of safety regions in vehicle platooning via machine learning

A Fermi, M Mongelli, M Muselli… - 2018 14th IEEE …, 2018 - ieeexplore.ieee.org
The paper introduces the use of machine learning with rule generation to validate collision
avoidance in vehicle platooning. Cooperative Adaptive Cruise Control is under test over a …

IMPROVE: Intelligent machine learning based portable, reliable and optimal verification system for future vehicles

AVS Madhav, A Mohan, AK Tyagi - … International Conference on …, 2023 - ieeexplore.ieee.org
The technological progress over the past decade has revolutionized the transportation
domain. Autonomous and semi-autonomous vehicles have now gained the global spotlight …

[HTML][HTML] Justification of an integrated approach to ensuring information security of unmanned vehicles in intelligent transport systems

I Babkin, O Pisareva, A Starikovskiy… - International Journal …, 2021 - ijtech.eng.ui.ac.id
Justification of an Integrated Approach to Ensuring Information Security of Unmanned
Vehicles in Intelligent Transport Systems title Title Author Issue Keywords Current Issue …