Mahshid Helali Moghadam

48 papers A 1B 4C 5Misc 1Journal 22Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Alleviating Attack Data Scarcity: SCANIA's Experience Towards Enhancing In-Vehicle Cyber Security Measures. DSD Frida Sundfeldt, Bianca Widstam, Mahshid Helali Moghadam, Kuo-Yun Liang, Anders Vesterberg
2025	J	`jnl`	Alleviating Attack Data Scarcity: SCANIA's Experience Towards Enhancing In-Vehicle Cyber Security Measures. CoRR Frida Sundfeldt, Bianca Widstam, Mahshid Helali Moghadam, Kuo-Yun Liang, Anders Vesterberg
2025	—	`conf`	LLM-Based Property-Based Test Generation for Guardrailing Cyber-Physical Systems. AISoLA Khashayar Etemadi, Marjan Sirjani, Mahshid Helali Moghadam, Per Erik Strandberg, Paul Pettersson
2025	J	`jnl`	LLM-based Property-based Test Generation for Guardrailing Cyber-Physical Systems. CoRR Khashayar Etemadi, Marjan Sirjani, Mahshid Helali Moghadam, Per Erik Strandberg, Paul Pettersson
2025	C	`conf`	Machine Learning-Driven Intrusion Detection and Identification in Industrial Control Systems. PDP Alireza Dehlaghi-Ghadim, Mona Moslemzade, Nima Pattiyampully Dharmapal, Niclas Ericsson, Mahshid Helali Moghadam, Ali Balador, Hans Hansson
2024	—	`conf`	A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks. EvoApplications@EvoStar Seyed Jalaleddin Mousavirad, Diego Oliva, Gerald Schaefer, Mahshid Helali Moghadam, Mohammed El-Abd
2024	J	`jnl`	Enabling Smart Retrofitting and Performance Anomaly Detection for a Sensorized Vessel: A Maritime Industry Experience. CoRR Mahshid Helali Moghadam, Mateusz Rzymowski, Lukasz Kulas
2024	C	`conf`	Lithium-Ion Battery SOH Forecasting: From Deep Learning Augmented by Explainability to Lightweight Machine Learning Models. ETFA Arman Sheikhani, Ervin Agic, Mahshid Helali Moghadam, Juan Carlos Andresen, Anders Vesterberg
2024	J	`jnl`	Machine learning testing in an ADAS case study using simulation-integrated bio-inspired search-based testing. J. Softw. Evol. Process. Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper
2024	C	`conf`	Using Decision Support to Fortify Industrial Control System Against Cyberattacks. ETFA Alireza Dehlaghi-Ghadim, Niclas Ericsson, Lars-Göran Magnusson, Mats Eriksson, Mahshid Helali Moghadam, Ali Balador, Hans Hansson
2023	J	`jnl`	Anomaly Detection Dataset for Industrial Control Systems. IEEE Access Alireza Dehlaghi-Ghadim, Mahshid Helali Moghadam, Ali Balador, Hans Hansson
2023	J	`jnl`	Anomaly Detection Dataset for Industrial Control Systems. CoRR Alireza Dehlaghi-Ghadim, Mahshid Helali Moghadam, Ali Balador, Hans Hansson
2023	J	`jnl`	Ergo, SMIRK is safe: a safety case for a machine learning component in a pedestrian automatic emergency brake system. Softw. Qual. J. Markus Borg, Jens Henriksson, Kasper Socha, Olof Lennartsson, Elias Sonnsjö Lönegren, Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, Mahshid Helali Moghadam
2023	J	`jnl`	How effective are current population-based metaheuristic algorithms for variance-based multi-level image thresholding? Knowl. Based Syst. Seyed Jalaleddin Mousavirad, Gerald Schaefer, Huiyu Zhou, Mahshid Helali Moghadam
2023	J	`jnl`	ICSSIM - A framework for building industrial control systems security testbeds. Comput. Ind. Alireza Dehlaghi-Ghadim, Ali Balador, Mahshid Helali Moghadam, Hans Hansson, Mauro Conti
2023	J	`jnl`	Making Sense of Failure Logs in an Industrial DevOps Environment. CoRR Muhammad Abbas, Ali Hamayouni, Mahshid Helali Moghadam, Mehrdad Saadatmand, Per Erik Strandberg
2022	J	`jnl`	An autonomous performance testing framework using self-adaptive fuzzy reinforcement learning. Softw. Qual. J. Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
2022	J	`jnl`	Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System. CoRR Markus Borg, Jens Henriksson, Kasper Socha, Olof Lennartsson, Elias Sonnsjö Lönegren, Thanh Bui, Piotr Tomaszewski, Sankar Raman Sathyamoorthy, Sebastian Brink, Mahshid Helali Moghadam
2022	—	`—`	Intelligence-Driven Software Performance Assurance. Mahshid Helali Moghadam
2022	J	`jnl`	Machine Learning Testing in an ADAS Case Study Using Simulation-Integrated Bio-Inspired Search-Based Testing. CoRR Mahshid Helali Moghadam, Markus Borg, Mehrdad Saadatmand, Seyed Jalaleddin Mousavirad, Markus Bohlin, Björn Lisper
2022	B	`conf`	RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation. EvoApplications Seyed Jalaleddin Mousavirad, Mahshid Helali Moghadam, Mehrdad Saadatmand, Ripon K. Chakrabortty, Gerald Schaefer, Diego Oliva
2021	—	`conf`	A population-based automatic clustering algorithm for image segmentation. GECCO Companion Seyed Jalaleddin Mousavirad, Gerald Schaefer, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram
2021	B	`conf`	An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator. SMC Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram
2021	J	`jnl`	An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator. CoRR Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Mahshid Helali Moghadam, Mehrdad Saadatmand, Mahdi Pedram
2021	—	`conf`	An LSTM-Based Plagiarism Detection via Attention Mechanism and a Population-Based Approach for Pre-training Parameters with Imbalanced Classes. ICONIP (3) Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad, Mahshid Helali Moghadam, Mehrdad Saadatmand
2021	J	`jnl`	An LSTM-based Plagiarism Detection via Attention Mechanism and a Population-based Approach for Pre-Training Parameters with imbalanced Classes. CoRR Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad, Mahshid Helali Moghadam, Mehrdad Saadatmand
2021	C	`conf`	Automated Performance Testing Based on Active Deep Learning. AST Ali Sedaghatbaf, Mahshid Helali Moghadam, Mehrdad Saadatmand
2021	J	`jnl`	Automated Performance Testing Based on Active Deep Learning. CoRR Ali Sedaghatbaf, Mahshid Helali Moghadam, Mehrdad Saadatmand
2021	—	`conf`	Deeper at the SBST 2021 Tool Competition: ADAS Testing Using Multi-Objective Search. SBST@ICSE Mahshid Helali Moghadam, Markus Borg, Seyed Jalaleddin Mousavirad
2021	—	`conf`	Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL. AITest Hamid Ebadi, Mahshid Helali Moghadam, Markus Borg, Gregory Gay, Afonso Fontes, Kasper Socha
2021	J	`jnl`	Efficient and Effective Generation of Test Cases for Pedestrian Detection - Search-based Software Testing of Baidu Apollo in SVL. CoRR Hamid Ebabi, Mahshid Helali Moghadam, Markus Borg, Gregory Gay, Afonso Fontes, Kasper Socha
2021	—	`conf`	HMS-OS: Improving the Human Mental Search Optimisation Algorithm by Grouping in both Search and Objective Space. SSCI Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Diego Oliva, Mahshid Helali Moghadam, Mehrdad Saadatmand
2021	J	`jnl`	HMS-OS: Improving the Human Mental Search Optimisation Algorithm by Grouping in both Search and Objective Space. CoRR Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin, Diego Oliva, Mahshid Helali Moghadam, Mehrdad Saadatmand
2021	B	`conf`	Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CEC Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena
2021	J	`jnl`	Performance Testing Using a Smart Reinforcement Learning-Driven Test Agent. CoRR Mahshid Helali Moghadam, Golrokh Hamidi, Markus Borg, Mehrdad Saadatmand, Markus Bohlin, Björn Lisper, Pasqualina Potena
2021	J	`jnl`	Towards a Verification-Driven Iterative Development of Software for Safety-Critical Cyber-Physical Systems. J. Internet Serv. Appl. Marjan Sirjani, Luciana Provenzano, Sara Abbaspour Asadollah, Mahshid Helali Moghadam, Mehrdad Saadatmand
2020	B	`conf`	From Requirements to Verifiable Executable Models Using Rebeca. SEFM Marjan Sirjani, Luciana Provenzano, Sara Abbaspour Asadollah, Mahshid Helali Moghadam
2020	A	`conf`	Poster: Performance Testing Driven by Reinforcement Learning. ICST Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
2019	J	`jnl`	An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. CoRR Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
2019	—	`conf`	Machine Learning to Guide Performance Testing: An Autonomous Test Framework. ICST Workshops Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
2019	—	`conf`	Machine learning-assisted performance testing. ESEC/SIGSOFT FSE Mahshid Helali Moghadam
2018	—	`conf`	Adaptive runtime response time control in PLC-based real-time systems using reinforcement learning. SEAMS@ICSE Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
2018	—	`conf`	Learning-Based Self-Adaptive Assurance of Timing Properties in a Real-Time Embedded System. ICST Workshops Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
2018	—	`conf`	Learning-based response time analysis in real-time embedded systems: a simulation-based approach. SQUADE@ICSE Mahshid Helali Moghadam, Mehrdad Saadatmand, Markus Borg, Markus Bohlin, Björn Lisper
2018	J	`jnl`	Makespan reduction for dynamic workloads in cluster-based data grids using reinforcement-learning based scheduling. J. Comput. Sci. Mahshid Helali Moghadam, Seyed Morteza Babamir
2017	Misc	`conf`	Adaptive Service Performance Control using Cooperative Fuzzy Reinforcement Learning in Virtualized Environments. UCC Olumuyiwa Ibidunmoye, Mahshid Helali Moghadam, Ewnetu Bayuh Lakew, Erik Elmroth
2016	—	`conf`	A Multi-Objective Optimization Model for Data-Intensive Workflow Scheduling in Data Grids. LCN Workshops Mahshid Helali Moghadam, Seyed Morteza Babamir, Meghdad Mirabi
2016	—	`conf`	Integration of heterogeneous data sources in smart grid based on summary schema model. IIT Foroogh Sedighi, Mahshid Helali Moghadam