Monte carlo based statistical model checking of cyber-physical systems: A review

A Pappagallo, A Massini, E Tronci - Information, 2020 - mdpi.com
The ever-increasing deployment of autonomous Cyber-Physical Systems (CPSs)(eg,
autonomous cars, UAV) exacerbates the need for efficient formal verification methods. In this …

Bip 2.0: Statistical model checking stochastic real-time systems

BL Mediouni, A Nouri, M Bozga, M Dellabani… - … for verification and …, 2018 - Springer
This paper presents a major new release of S BIP, an extensible statistical model checker for
Metric (MTL) and Linear-time Temporal Logic (LTL) properties on respectively Generalized …

Design for dependability—State of the art and trends

H Liu, C Huang, K Sun, J Yin, X Wu, J Wang… - Journal of Systems and …, 2024 - Elsevier
This paper presents an overview of design for dependability as a process involving three
distinct but interrelated activities: risk analysis, risk mitigation, and risk assessment. Although …

Optimal strategy model checking in possibilistic decision processes

W Liu, Y Li - IEEE Transactions on Systems, Man, and …, 2023 - ieeexplore.ieee.org
Probabilistic model checking has received increasing attention in formal verification.
Meanwhile, in the fuzzy setting, the possibilistic model checking has been well studied by Li …

Programming dynamic reconfigurable systems

R El Ballouli, S Bensalem, M Bozga… - International Journal on …, 2021 - Springer
DR-BIP is an extension of the BIP component framework intended for programming
reconfigurable systems encompassing various aspects of dynamism. It relies on …

Deploying warehouse robots with confidence: the BRAIN-IoT framework's functional assurance

A Baouya, S Chehida, S Bensalem, L Gürgen… - The Journal of …, 2024 - Springer
Our study details the development and validation of an orchestrator-controlled robotic
network that effectively organizes and manages the activities of multiple robots. The design …

Sound Statistical Model Checking for Probabilities and Expected Rewards

CE Budde, A Hartmanns, T Meggendorfer… - arxiv preprint arxiv …, 2024 - arxiv.org
Statistical model checking estimates probabilities and expectations of interest in probabilistic
system models by using random simulations. Its results come with statistical guarantees …

Detection and mitigation of clock deviation in the verification & validation of drone-aided lifting operations

A Baouya, B Hamid, OA Mohamed, S Bensalem - Ad Hoc Networks, 2025 - Elsevier
Abstract Modern Cyber-Physical systems rely on diverse computation logic, communication
protocols, and technologies and are susceptible to environmental phenomena and …

Learning and analysis of sensors behavior in IoT systems using statistical model checking

S Chehida, A Baouya, S Bensalem, M Bozga - Software Quality Journal, 2022 - Springer
Analyzing the behavior of sensors is becoming one of the key challenges due to their
increasing use for decision making in IoT systems. The paper proposes an approach for a …

A distributed formal-based model for self-healing behaviors in autonomous systems: from failure detection to self-recovery

IB Hafaiedh, MB Slimane - The Journal of Supercomputing, 2022 - Springer
The challenges of current software-intensive systems, large-scale information and
computing systems environments, which are highly dynamic, heterogeneous, and …