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José Cecílio

Leveraging Adversarial AI to Defend Cyber-Physical Systems Against Covert Attacks
Securing Trustworthy in Dynamic IoT Networks
LASIGE’s CPS Research Line Showcases Energy-Efficient Technologies at Rock in Rio
Optimising Multi-Source Energy in Smart Houses: The ATIRENDEE System
Household resource efficiency and personalised energy feedback
Distinguished Publications @ LASIGE Workshop 2026
Enhancing Trustworthy Robotic Navigation in Uncertain Environments
Scaling mixture-of-experts models effectively across different data distribution
Balancing Security, Performance, and Power Consumption in Mobile Devices
Alan Oliveira delivers talk at NATO SPS ATC - Autonomous Sea Navigation
José Cecílio, Márcia Barros, and Alan Oliveira research published in Scientific Data
LASIGE research published in the Internet of Things journal
LASIGE at the 26th Anniversary of the Pavilion of Knowledge
LASIGE research published in Applied Energy journal
LASIGE publishes in the ACM CSUR Journal
LASIGE organizes INForum'24 and Awardees
LASIGE @ Ciências Research & Innovation Day 2023
LASIGE @ INForum 2023
ADMORPH project final review
LASIGE research Published in IEEE Transactions on Network and Service Management
AQUAMON project demo at Baía do Seixal
ADMORPH Consortium Meeting in Luxembourg
LASIGE @ Ciências Research Day 2022
Vedliot’s 3rd Project General Assembly
LASIGE at INForum 2022 organization
ADMORPH project meets at Lisbon
SMART2B launching Social Media
José Cecílio, Pedro M. Ferreira and António Casimiro's paper at MDPI Sensors Journal
LASIGE @ Encontro Ciência' 20

ONGOING

Acronym Title Funding Entity Start Date End Date
SCRAM Secure Continuum Remote Attestation Middleware FCT | LASIGE 01/09/2026 31/10/2027
RobustSAR Robust and reliable image processing based on CNNs for safe robot navigation FCT 31/07/2025 30/07/2027
MOSA Mobile Optimization on Security through Algorithmic Improvement FCT 01/12/2025 31/05/2027
ASTERICS Adversarial Strategies for counTERing Intelligent CyberattackS FCT | LASIGE 01/12/2025 30/11/2026

PAST

Acronym Title Funding Entity Start Date End Date
PRR-ATE PRR-Alliance for Energy Transition IAPMEI / PRR- Portuguese Resilience and Recovery Plan 01/11/2021 30/06/2026
SATO Self Assessment Towards Optimization of Building Energy EU H2020 01/10/2020 30/09/2024
SMART2B Smartness to existing Buildings EU H2020 01/09/2021 31/08/2024
VEDLIoT Very Efficient Deep Learning IoT platform EU H2020 01/11/2020 31/10/2023
ADMORPH Adaptive, dynamically morphing, mission and safety-critical CPS EU H2020 01/01/2020 30/06/2023
AQUAMON Dependable Monitoring with Wireless Sensor Networks in Water Environments FCT 01/10/2018 30/09/2022
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Nuno Vieira, André Souto, José Cecílio. Machine Learning-based CVSS Scoring Methodology for IoT Threats. Internet of Things, 102038-102038, Elsevier BV, 2026 [Biblius]
Henrique Marques da Silva Catarino, Luís Pinto, Luís Sousa, José Cecílio, Pedro M. Ferreira, Alan Oliveira de Sá. Cybersecurity Simulation Environment for Drones in Naval Applications1, In NATO Science for Peace and Security Series - D: Information and Communication Security. IOS Press, 2026 [Biblius]
João Garcia, Maria Silva, André Souto, Georg Jäger, Alan Oliveira de Sá, António Casimiro, José Cecílio. Decentralized architecture for ensuring trust and secure handoffs in dynamic IoT networks. Computers & Security, 170, Elsevier BV, 2026 [Biblius]
Diogo Luís Corona Araújo dos Anjos, José Manuel Da Silva Cecílio, Fernando Jorge Portela Martins Ascensão. A Low-Cost, Standalone Acoustic Monitoring System Using Machine Learning on Tiny Devices. Dissertação de Mestrado, 2026 [Biblius]
Duarte Veiga Dias Gonçalves, José Manuel da Silva Cecílio, Sara Guilherme Oliveira da Silva. SimpleBirdID : acoustic bird identification and classification system for biodiversity monitoring. Dissertação de Mestrado, 2026 [Biblius]
Joana Juncal Teixeira Morgado, José Manuel da Silva Cecílio. A Recommender System for Efficient Resource Utilisation and Improved Comfort. Dissertação de Mestrado, 2026 [Biblius]
Žygimantas Jasiūnas, João Braz Ferreira, Tiago Julião, José Cecílio, Guilherme Carrilho da Graça, Pedro M. Ferreira. Household Laundry Appliance Resource Consumption and Operation Dataset. Scientific Data, 1-1, Springer Science and Business Media LLC, 2026 [Biblius]
Bakary Badjie, José Cecílio, António Casimiro. Decoupling Mixture-of-Experts Routing from Gradient Noise: A Framework for Structured Specialization and Soft Generalization Toward Robust and Efficient Inference. Expert Systems with Applications, 131128-131128, Elsevier BV, 2026 [Biblius]
Tiago Rodrigues, Joana Morgado, Márcia Barros, Alan Oliveira De Sá, José Cecílio. AI-driven IoT recommender system for enhancing energy efficient management in smart houses. Expert Systems with Applications, 296, Elsevier BV, 2026 [Biblius]
Bruno André da Silva Lima, José Manuel da Silva Cecílio, Wellington de Oliveira Júnior. Integrating security and resource efficiency in Microservice Architectures using AI techniques. Dissertação de Mestrado, 2025 [Biblius]
Santiago Nogueira Mendes Mourão Benites, José Manuel da Silva Cecílio, Pedro Miguel Frazão Fernandes Ferreira. Wi-Fi-based buildings occupancy detection, estimation, and location. Dissertação de Mestrado, 2025 [Biblius]
Carolina Alexandra Adrião Salvado, José Manuel da Silva Cecílio. Atualização Automática dos registos DS (Delegation Signer) em domínios .pt. Dissertação de Mestrado, 2025 [Biblius]
Rocha, Inês Martins, Cecílio, José Manuel da Silva , Pinto, Luís Miguel Ramos Bárbara Cunha . Deep learning for reliable communication optimization on autonomous vehicles. Dissertação de Mestrado, 2025 [Biblius]
Vieira, Nuno Bernardo Camacho, Cecílio, José Manuel da Silva , Souto, André Nuno Carvalho . Classification and scoring approach of lot threats. Dissertação de Mestrado, 2025 [Biblius]
Matos , Tomás Alcobia de, Cecílio , José Manuel da Silva , Oliveira Junior, Wellington de . Energy Consumption and Resources Prediction for ContainerBased Solutions. Dissertação de Mestrado, 2025 [Biblius]
Alexandre Geraldo, António Casimiro, Alan Oliveira de Sá, José Cecílio, Pedro M. Ferreira. A Comparative Study of Reliable Predictive Models for Energy-Efficient MPC in Buildings. ACM SIGAda Ada Letters, 45(1):84-88, Association for Computing Machinery (ACM), 2025 [Biblius]
Nuno Costa, José Cecílio, Ruben Salgueiro, Mauricio Rosa, Dulce Domingos. LLM-Based Framework for Email Classification and Phishing Detection. ACM SIGAda Ada Letters, 45(1):70-74, Association for Computing Machinery (ACM), 2025 [Biblius]
Žygimantas Jasiūnas, Tiago Julião, José Cecílio, Guilherme Carrilho da Graça, Pedro M. Ferreira. A soft sensor to assess the energy performance of laundry washing machines. Applied Energy, 383, Elsevier BV, 2025 [Biblius]
José Cecílio, Tiago Rodrigues, Márcia Barros, Alan Oliveira de Sá. Leveraging Sustainable Household Energy and Environment Resources Management with Time-Series. Scientific Data, 12(1), Springer Science and Business Media LLC, 2025 [Biblius]
José Cecílio, Alan Oliveira de Sá, Georg Jäger, André Souto, António Casimiro. LWSEE: Lightweight Secured Software-Based Execution Environment. Internet of Things, 30, Elsevier BV, 2025 [Biblius]
Garcia, João Pedro Masset Lacombe Dias, Cecílio, José Manuel da Silva, Costa, António Casimiro Ferreira da. Securing mobile IoT applications with supervised edge servers. Dissertação de Mestrado, 2025 [Biblius]
Luís Sousa, José Cecílio, Pedro M. Ferreira, Alan Oliveira de Sá. Reconfigurable and Scalable Honeynet for Cyber-physical Systems. ACM SIGAda Ada Letters, 44(1):90-94, Association for Computing Machinery (ACM), 2024 [Biblius]
José Cecílio, Alan Oliveira de Sá, André Souto. Software-Based Security Framework for Edge and Mobile IoT. ACM SIGAda Ada Letters, 44(1):95-99, Association for Computing Machinery (ACM), 2024 [Biblius]
Bakary Badjie, José Cecílio, Antonio Casimiro. Adversarial Attacks and Countermeasures on Image Classification-based Deep Learning Models in Autonomous Driving Systems: A Systematic Review. ACM Computing Surveys, 57(1), Association for Computing Machinery (ACM), 2024 [Biblius]
A. Pimentel, C. Grelck, L. Miedema, D. Sapra, M. Völp, F. Lucchetti, A. Matovic, M. Maggio, N. Vreman, S. Altmeyer, F. Haas, A. Casimiro, J. Cecílio, G. Jäger, A. Espindola, S. Skalistis, J. Kouwer, G. de Lange, J. Almeida, H. Blasum, M. Brotz, S. Wagner, P. Novobílský. The ADMORPH Approach for Adaptively Morphing Embedded Systems. ACM SIGAda Ada Letters, 43(2):78-83, Association for Computing Machinery (ACM), 2024 [Biblius]
Bakary Badjie, José Cecílio, António Casimiro. Denoising Autoencoder-Based Defensive Distillation as an Adversarial Robustness Algorithm Against Data Poisoning Attacks. ACM SIGAda Ada Letters, 43(2):30-35, Association for Computing Machinery (ACM), 2024 [Biblius]
José Cecílio, André Souto. Security Issues in Industrial Internet-of-Things: Threats, Attacks and Solutions. In 2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT), pages 458-463. IEEE, 2024 [Biblius]
Inês Martins, José Cecílio, Pedro M. Ferreira, Alan Oliveira. Comparative Analysis of Cybersecurity Datasets in Industrial Control Systems. In 2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT). IEEE, 2024 [Biblius]
Serras, Daniel Filipe Rei, Cecílio, José Manuel da Silva. Design e implementação de uma Plataforma IoT independente do domínio para suporte a serviços de aplicação. Dissertação de Mestrado, 2024 [Biblius]
Costa, Gonçalo Manuel Valente da, Costa, António Casimiro Ferreira da, Cecílio, José Manuel da Silva. Cooperative Autonomous Driving in Simulation. Dissertação de Mestrado, 2024 [Biblius]
Ferreira, José Carlos Aurora da Costa Silva, Cecílio, José Manuel da Silva, Souto, André Nuno Carvalho. LWSEE: Lightweight Secured Software-Based Execution Environment. Dissertação de Mestrado, 2024 [Biblius]
Moita, Catarina de Jesus, Ana Paula Afonso, Cecílio, José Manuel da Silva. A consumer-oriented mobile application for assessment of household appliances. Dissertação de Mestrado, 2024 [Biblius]
Miguel Correia, Wellington Oliveira, José Cecílio. Monintainer: An orchestration-independent extensible container-based monitoring solution for large clusters. Journal of Systems Architecture, 145, Elsevier BV, 2023 [Biblius]
Gonçalo Costa, José Cecílio, António Casimiro. Cooperative Autonomous Driving in Simulation. ACM SIGAda Ada Letters, 43(1):78-82, Association for Computing Machinery (ACM), 2023 [Biblius]
José Ferreira, Alan Oliveira, André Souto, José Cecílio. Software-Based Security Approach for Networked Embedded Devices. In ACM SIGAda Ada Letters, pages 73-77(1). Association for Computing Machinery (ACM), 2023 [Biblius]
Pedro Rosa, André Souto, José Cecílio. Light-SAE: A Lightweight Authentication Protocol for Large-Scale IoT Environments Made With Constrained Devices. IEEE Transactions on Network and Service Management, 20(3):2428-2441, Institute of Electrical and Electronics Engineers (IEEE), 2023 [Biblius]
Badjie, B, Cecílio, J., Casimiro, A.. Denoising Autoencoder-Based Defensive Distillation as an Adversarial Robustness Algorithm Against Data Poisoning Attacks. In Ada User Journal, pages 209-213(3), 2023 [Biblius]
A Pimentel, C Grelck, L Miedema, D Sapra, M Völp, F Lucchetti, A Matovic, M Maggio, N Vreman, S Altmeyer, F Haas, A Casimiro, J Cecílio, G Jäger, A Espindola, S Skalistis, J Kouwer, G de Lange, J Almeida, H Blasum, M Brotz, S Wagner, P Novobílský. The ADMORPH approach for Adaptively Morphing Embedded Systems. In Workshop on Challenges and New Approaches for Dependable and Cyber-Physical System Engineering, 2023 [Biblius]
Costa, G., Cecílio, J., Casimiro, A.. Cooperative Autonomous Driving in Simulation. In Ada User Journal, pages 133-136(2), 2023 [Biblius]
Sousa, Inês Silva, Cecílio, José Manuel da Silva, Costa, António Casimiro Ferreira da. Integration of multiple data sources and dashboard for a remote monitoring system. Dissertação de Mestrado, 2023 [Biblius]
Rosa, Pedro Miguel Coelho, Cecílio, José Manuel da Silva, Souto, André Nuno Carvalho. Lightweight cryptography for IoT devices. Dissertação de Mestrado, 2023 [Biblius]
J. Loureiro, J. Cecílio. Deep Learning for Reliable Communication Optimization on Autonomous Vehicles. ACM SIGAda Ada Letters, 42(1):90-94, Association for Computing Machinery (ACM), 2022 [Biblius]
Inês Sousa Sousa, António Casimiro, José Cecílio. Artificial Neural Networks for Real-Time Data Quality Assurance. ACM SIGAda Ada Letters, 42(1):86-89, Association for Computing Machinery (ACM), 2022 [Biblius]
Miguel Gutierrez Gaitan, Pedro M. d'Orey, Jose Cecilio, Marta Rodrigues, Pedro M. Santos, Luis Pinto, Anabela Oliveira, Antonio Casimiro, Luis Almeida. Modeling LoRa Communications in Estuaries for IoT Environmental Monitoring Systems. IEEE Sensors Journal, 22(21):21312-21325, Institute of Electrical and Electronics Engineers (IEEE), 2022 [Biblius]
Ines Lino, Jose Cecilio. A Comparative Analysis of the Impact of Cryptography in IoT LoRa Applications. In 2022 IEEE 20th International Conference on Industrial Informatics (INDIN). IEEE, 2022 [Biblius]
M. Kaiser, R. Griessl, N. Kucza, C. Haumann, L. Tigges, K. Mika, J. Hagemeyer, F. Porrmann, U. Ruckert, M. vor dem Berge, S. Krupop, M. Porrmann, M. Tassemeier, P. Trancoso, F. Qararyah, S. Zouzoula, A. Casimiro, A. Bessani, J. Cecilio, S. Andersson, O. Brunnegard, O. Eriksson, R. Weiss, F. Mcierhofer, H. Salomonsson, E. Malekzadeh, D. Odman, A. Khurshid, P. Felber, M. Pasin, V. Schiavoni, J. Menetrey, K. Gugala, P. Zierhoffer, E. Knauss, H. Heyn. VEDLIoT: Very Efficient Deep Learning in IoT. In 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 2022 [Biblius]
Oliveira, Humberto Carlos Moreira Simões de, Cecílio, José Manuel da Silva. Localização de equipamentos de apoio logístico através de Machine Learning com suporte IoT e tecnologias de cloud. Dissertação de Mestrado, 2022 [Biblius]
Apolónia, Frederico José Cristovam, Cecílio, José Manuel da Silva, Ferreira, Pedro Miguel Frazão Fernandes. Buildings occupancy assessment. Dissertação de Mestrado, 2022 [Biblius]
Mariana Paulino dos Santos, José Manuel da Silva Cecílio. Solução de cibersegurança para gestão de ameaças de vulnerabilidades de segurança. Dissertação de Mestrado, 2021 [Biblius]
Žygimantas Jasi?nas , José Manuel da Silva Cecílio, Pedro Miguel Frazão Fernandes Ferreira. Building appliances energy performance assessment. Dissertação de Mestrado, 2021 [Biblius]
Vasco Barreiros Ferreira, José Manuel da Silva Cecílio, Pedro Miguel Frazão Fernandes Ferreira. Middleware de integração de diferentes plataformas e sistemas inteligentes IoT. Dissertação de Mestrado, 2021 [Biblius]
Jose Cecilio. AQUAMesh: A Low-Power Wide-Area Mesh Network protocol for Remote Monitoring Applications in Water Environments. In IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 2021 [Biblius]
Frederico Apolónia, Pedro M. Ferreira, José Cecílio. Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks, In Communications in Computer and Information Science,Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pages 567 - 579. Springer International Publishing, 2021 [Biblius]
Zygimantas Jasiunas, Pedro M. Ferreira, José Cecílio. Building Appliances Energy Performance Assessment, In Communications in Computer and Information Science,Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pages 511 - 524. Springer International Publishing, 2021 [Biblius]
Zygimantas Jasiunas, Pedro M. Ferreira, José Cecílio. Building Appliances Energy Performance Assessment. In Communications in Computer and Information Science,Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pages 511-524. Springer International Publishing, 2021 [Biblius]
Frederico Apolónia, Pedro M. Ferreira, José Cecílio. Buildings Occupancy Estimation: Preliminary Results Using Bluetooth Signals and Artificial Neural Networks. In Communications in Computer and Information Science,Machine Learning and Principles and Practice of Knowledge Discovery in Databases, pages 567-579. Springer International Publishing, 2021 [Biblius]
José Cecílio, Pedro M. Ferreira, António Casimiro. Evaluation of LoRa Technology in Flooding Prevention Scenarios. Sensors, 20(14), MDPI AG, 2020 [Biblius]
Tiago Manuel Cardoso Louro dos Reis, José Manuel da Silva Cecílio, Paulo Jorge Paiva de Sousa. Controlo de Dispositivos Médicos em Tempo Real. Dissertação de Mestrado, 2020 [Biblius]
José Marques Barga Soares, José Manuel da Silva Cecílio. Fault-Tolerant, Scalable and Interoperble loT Platform. Dissertação de Mestrado, 2020 [Biblius]
Manuel Maria Marques Pinto da Costa e Oliveira, Cecílio, José Manuel da Silva. Privacidade no ciclo de vida do desenvolvimento seguro. Dissertação de Mestrado, 2019 [Biblius]
Alexandre José Rodrigues Cabral, Cecílio, José Manuel da Silva. Smart City Bus: FLEXIBLETRANSPORT.AI. Dissertação de Mestrado, 2019 [Biblius]
António Casimiro, José Cecílio, Pedro Ferreira, Anabela Oliveira, Paula Freire, Marta Rodrigues , Luís Almeida. AQUAMON – A dependable Monitoring Platform based on Wireless Sensor Networks for Water Environments. In 38th International Conference on on Computer Safety, Reliability and Security (SAFECOMP 2019), 2019 [Biblius]
Pedro Martins, Maryam Abbasi, Filipe Sa, Jose Celiclio, Francisco Morgado, Filipe Caldeira. Intelligent beacon location and fingerprinting. In Procedia Computer Science, pages 9-16. Elsevier BV, 2019 [Biblius]
Manuel Caldeira, Pedro Martins, José Cecílio, Pedro Furtado. Comparison Study on Convolution Neural Networks (CNNs) vs. Human Visual System (HVS), In Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis,Communications in Computer and Information Science, pages 111 - 125. Springer International Publishing, 2019 [Biblius]