Probabilistic approach for minimizing checking sequences for non-deterministic fsms

N Kushik, N Yevtushenko, J López - IFIP International Conference on …, 2023 - Springer
The paper is devoted to model based testing against probabilistic FSMs. Differently from our
prior work in 2021, we consider checking sequences and possibilities of test suite …

Multiple Mutation Testing for Timed Finite State Machine with Timed Guards and Timeouts

O Nguena Timo, D Prestat, A Rollet - … Software and Systems: 31st IFIP WG …, 2019 - Springer
The problem of generating tests detecting all logical and timing faults which can occur in real-
time systems is challenging; this is because the number of (timing) faults is potentially too …

Fault detection in timed FSM with timeouts by SAT-solving

ON Timo, D Prestat, F Avellaneda - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
Faults in safety critical real-time systems are not only logical, but they can correspond to
violations of timing constraints. They must be detected to avoid system failures with adverse …

Using imprecise test oracles modelled by FSM

ON Timo, A Petrenko, S Ramesh - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Test oracles are usually used to evaluate the behaviors of systems under test to reveal
faults. In a typical conformance testing scenario, a test oracle is a deterministic finite state …

An Approach to Evaluating Learning Algorithms for Decision Trees

T **ao, ON Timo, F Avellaneda, Y Malik… - arxiv preprint arxiv …, 2020 - arxiv.org
Learning algorithms produce software models for realising critical classification tasks.
Decision trees models are simpler than other models such as neural network and they are …

[PDF][PDF] Contributions to model based test generation and monitoring strategies and their networking applications

N Kushik - 2022 - hal.science
The work presents a number of contributions in the area of model based testing (MBT), on
the one hand, and some MBT applications, on the other hand. MBT generally relies on a …

Homing sequence derivation with quantified boolean satisfiability

KH Tu, HE Wang, JHR Jiang, N Kushik… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Homing sequence derivation for nondeterministic finite state machines (NFSMs) has
important applications in software/hardware system testing and verification. Unlike prior …

Mining Precise Test Oracle Modelled by FSM

O Nguena Timo - IFIP International Conference on Testing Software and …, 2021 - Springer
Precise test oracles for reactive systems such as critical control systems and communication
protocols can be modelled with deterministic finite state machines (FSMs). Among other …