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2020 – today
- 2025
[j71]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán
, Félix J. García Clemente:
Detection of Adversarial Attacks Using Deep Learning and Features Extracted From Interpretability Methods in Industrial Scenarios. IEEE Access 13: 2705-2722 (2025)- 2024
- [j70]Mark Power, Sara Kennedy, Frances Cleary, Ian Mills, Sharon Kinsella, Alberto Huertas Celdrán:
A Systematic Literature Review of XR Interventions to Improve Motor Skills Development Among Autistic Children. IEEE Access 12: 108953-108974 (2024) - [j69]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Pérez, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario. Appl. Intell. 54(8): 6637-6653 (2024) - [j68]Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller:
DART: A Solution for decentralized federated learning model robustness analysis. Array 23: 100360 (2024) - [j67]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez:
Robust Federated Learning for execution time-based device model identification under label-flipping attack. Clust. Comput. 27(1): 313-324 (2024) - [j66]José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Studying Drowsiness Detection Performance While Driving Through Scalable Machine Learning Models Using Electroencephalography. Cogn. Comput. 16(3): 1253-1267 (2024) - [j65]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Single-board device individual authentication based on hardware performance and autoencoder transformer models. Comput. Secur. 137: 103596 (2024) - [j64]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Decentralized Federated Learning. Expert Syst. Appl. 242: 122861 (2024) - [j63]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Pedro Guijas Bravo, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Corrigendum to "Fedstellar: A platform for decentralized federated learning" [Expert Syst. Appl. 242 (2024) 122861]. Expert Syst. Appl. 251: 124165 (2024) - [j62]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification. Future Gener. Comput. Syst. 152: 30-42 (2024) - [j61]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
FederatedTrust: A solution for trustworthy federated learning. Future Gener. Comput. Syst. 152: 83-98 (2024) - [j60]Sergio López Bernal, Juan Antonio Martínez López, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
NeuronLab: BCI framework for the study of biosignals. Neurocomputing 598: 128027 (2024) - [j59]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Eduardo Horna Prat, Luis Montesano Del Campo, Lorenzo Fernández Maimó, Alberto Huertas Celdrán:
Data fusion in neuromarketing: Multimodal analysis of biosignals, lifecycle stages, current advances, datasets, trends, and challenges. Inf. Fusion 105: 102231 (2024) - [j58]Sergio López Bernal, José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Privacy-preserving hierarchical federated learning with biosignals to detect drowsiness while driving. Neural Comput. Appl. 36(32): 20425-20437 (2024) - [j57]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
CyberSpec: Behavioral Fingerprinting for Intelligent Attacks Detection on Crowdsensing Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. 21(1): 284-297 (2024) - [j56]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Studying the Robustness of Anti-Adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. IEEE Trans. Dependable Secur. Comput. 21(2): 573-584 (2024) - [j55]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-Day Attacks in IoT. IEEE Trans. Inf. Forensics Secur. 19: 5520-5529 (2024) - [j54]Victoria Magdalena López Madejska, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Impact of neural cyberattacks on a realistic neuronal topology from the primary visual cortex of mice. Wirel. Networks 30(8): 7391-7405 (2024) - [j53]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Mitigating communications threats in decentralized federated learning through moving target defense. Wirel. Networks 30(8): 7407-7421 (2024) - [c30]Pedro Miguel Sánchez Sánchez, Adrián Abenza Cano, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Evaluating the impact of contextual information on the performance of intelligent continuous authentication systems. ARES 2024: 72:1-72:10 - [c29]Matheus Saueressig, Muriel Figueredo Franco, Eder J. Scheid, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller, Lisandro Z. Granville:
FEVER: Intelligent Behavioral Fingerprinting for Anomaly Detection in P4-Based Programmable Networks. AINA (3) 2024: 362-373 - [c28]Jan von der Assen, Alberto Huertas Celdrán, Jamo Sharif, Chao Feng, Gérôme Bovet, Burkhard Stiller:
ThreatFinderAI: Automated Threat Modeling Applied to LLM System Integration. CNSM 2024: 1-3 - [c27]Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Burkhard Stiller:
Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. ECAI 2024: 1760-1767 - [c26]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls. MILCOM 2024: 853-858 - [c25]Chao Feng, Alberto Huertas Celdrán, Michael Vuong, Gérôme Bovet, Burkhard Stiller:
Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL. NOMS 2024: 1-9 - [c24]Chao Feng, Jan von der Assen, Alberto Huertas Celdrán, Raffael Mogicato, Adrian Zermin, Vichhay Ok, Gérôme Bovet, Burkhard Stiller:
SecBox: a Lightweight Data Mining Platform for Dynamic and Reproducible Malware Analysis. SDS 2024: 62-67 - [i42]Jan von der Assen, Chao Feng, Alberto Huertas Celdrán, Róbert Oles, Gérôme Bovet, Burkhard Stiller:
GuardFS: a File System for Integrated Detection and Mitigation of Linux-based Ransomware. CoRR abs/2401.17917 (2024) - [i41]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Transfer Learning in Pre-Trained Large Language Models for Malware Detection Based on System Calls. CoRR abs/2405.09318 (2024) - [i40]Chao Feng, Alberto Huertas Celdrán, Jan von der Assen, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller:
DART: A Solution for Decentralized Federated Learning Model Robustness Analysis. CoRR abs/2407.08652 (2024) - [i39]Chao Feng, Alberto Huertas Celdrán, Zien Zeng, Zi Ye, Jan von der Assen, Gérôme Bovet, Burkhard Stiller:
Leveraging MTD to Mitigate Poisoning Attacks in Decentralized FL with Non-IID Data. CoRR abs/2409.19302 (2024) - [i38]Alberto Huertas Celdrán, Chao Feng, Sabyasachi Banik, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
De-VertiFL: A Solution for Decentralized Vertical Federated Learning. CoRR abs/2410.06127 (2024) - [i37]Chao Feng, Hongjie Guan, Alberto Huertas Celdrán, Jan von der Assen, Gérôme Bovet, Burkhard Stiller:
FedEP: Tailoring Attention to Heterogeneous Data Distribution with Entropy Pooling for Decentralized Federated Learning. CoRR abs/2410.07678 (2024) - [i36]Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Miguel Fernández Llamas, Gérôme Bovet, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes. CoRR abs/2412.11207 (2024) - 2023
- [j52]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Eight Reasons to Prioritize Brain-Computer Interface Cybersecurity. Commun. ACM 66(4): 68-78 (2023) - [j51]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Trust-as-a-Service: A reputation-enabled trust framework for 5G network resource provisioning. Comput. Commun. 211: 229-238 (2023) - [j50]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Dennis Shushack, Ángel Luis Perales Gómez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Behavioral fingerprinting to detect ransomware in resource-constrained devices. Comput. Secur. 135: 103510 (2023) - [j49]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges. IEEE Commun. Surv. Tutorials 25(4): 2983-3013 (2023) - [j48]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State of the Art, Trends, and Challenges. ACM Comput. Surv. 55(11): 222:1-222:36 (2023) - [j47]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente:
An interpretable semi-supervised system for detecting cyberattacks using anomaly detection in industrial scenarios. IET Inf. Secur. 17(4): 553-566 (2023) - [j46]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Miguel Azorín Castillo, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Intelligent and behavioral-based detection of malware in IoT spectrum sensors. Int. J. Inf. Sec. 22(3): 541-561 (2023) - [j45]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers. Internet Things 22: 100764 (2023) - [j44]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Chao Feng, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Privacy-Preserving and Syscall-Based Intrusion Detection System for IoT Spectrum Sensors Affected by Data Falsification Attacks. IEEE Internet Things J. 10(10): 8408-8415 (2023) - [j43]Juan Manuel Espín López, Alberto Huertas Celdrán, Francisco Esquembre, Gregorio Martínez Pérez, Javier G. Marín-Blázquez:
CGAPP: A continuous group authentication privacy-preserving platform for industrial scene. J. Inf. Secur. Appl. 78: 103622 (2023) - [j42]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente:
VAASI: Crafting valid and abnormal adversarial samples for anomaly detection systems in industrial scenarios. J. Inf. Secur. Appl. 79: 103647 (2023) - [j41]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
A methodology to identify identical single-board computers based on hardware behavior fingerprinting. J. Netw. Comput. Appl. 212: 103579 (2023) - [j40]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Analyzing the impact of Driving tasks when detecting emotions through brain-computer interfaces. Neural Comput. Appl. 35(12): 8883-8901 (2023) - [j39]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente:
SUSAN: A Deep Learning based anomaly detection framework for sustainable industry. Sustain. Comput. Informatics Syst. 37: 100842 (2023) - [c23]Alberto Huertas Celdrán, Jan Kreischer, Melike Demirci, Joel Leupp, Pedro Miguel Sánchez Sánchez, Muriel Figueredo Franco, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models. SafeAI@AAAI 2023 - [c22]Jan von der Assen, Alberto Huertas Celdrán, Nicolas Huber, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Moving Target Defense Strategy Selection against Malware in Resource-Constrained Devices. CSR 2023: 123-129 - [c21]Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RansomAI: AI-Powered Ransomware for Stealthy Encryption. GLOBECOM 2023: 2578-2583 - [c20]Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. ICC 2023: 6010-6015 - [c19]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion. IJCAI 2023: 7154-7157 - [c18]Pedro Miguel Sánchez Sánchez, Enrique Tomás Martínez Beltrán, Alberto Huertas Celdrán, Robin Wassink, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Stealth Spectrum Sensing Data Falsification Attacks Affecting IoT Spectrum Monitors on the Battlefield. MILCOM 2023: 673-678 - [c17]Jan von der Assen, Alberto Huertas Celdrán, Adrian Zermin, Raffael Mogicato, Gérôme Bovet, Burkhard Stiller:
SecBox: A Lightweight Container-based Sandbox for Dynamic Malware Analysis. NOMS 2023: 1-3 - [c16]Alberto Huertas Celdrán, Jan von der Assen, Konstantin Moser, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices. NOMS 2023: 1-8 - [i35]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Ning Xie, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
FederatedTrust: A Solution for Trustworthy Federated Learning. CoRR abs/2302.09844 (2023) - [i34]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Single-board Device Individual Authentication based on Hardware Performance and Anomaly Detection for Crowdsensing Platforms. CoRR abs/2306.08495 (2023) - [i33]Enrique Tomás Martínez Beltrán, Ángel Luis Perales Gómez, Chao Feng, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Fedstellar: A Platform for Decentralized Federated Learning. CoRR abs/2306.09750 (2023) - [i32]Jan von der Assen, Alberto Huertas Celdrán, Janik Luechinger, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RansomAI: AI-powered Ransomware for Stealthy Encryption. CoRR abs/2306.15559 (2023) - [i31]Jan von der Assen, Alberto Huertas Celdrán, Rinor Sefa, Gérôme Bovet, Burkhard Stiller:
MTFS: a Moving Target Defense-Enabled File System for Malware Mitigation. CoRR abs/2306.15566 (2023) - [i30]Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense. CoRR abs/2307.11730 (2023) - [i29]Ángel Luis Perales Gómez, Enrique Tomás Martínez Beltrán, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán:
TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning. CoRR abs/2308.03554 (2023) - [i28]Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan Kreischer, Jan von der Assen, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. CoRR abs/2308.05978 (2023) - [i27]Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger, Enrique Tomás Martínez Beltrán, Gérôme Bovet, Burkhard Stiller:
Sentinel: An Aggregation Function to Secure Decentralized Federated Learning. CoRR abs/2310.08097 (2023) - [i26]Chao Feng, Alberto Huertas Celdrán, Michael Vuong, Gérôme Bovet, Burkhard Stiller:
Voyager: MTD-Based Aggregation Protocol for Mitigating Poisoning Attacks on DFL. CoRR abs/2310.08739 (2023) - [i25]Alberto Huertas Celdrán, Chao Feng, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller:
Assessing the Sustainability and Trustworthiness of Federated Learning Models. CoRR abs/2310.20435 (2023) - [i24]Eduardo López Bernal, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Evaluation of Data Processing and Machine Learning Techniques in P300-based Authentication using Brain-Computer Interfaces. CoRR abs/2311.05270 (2023) - 2022
- [j38]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Félix J. García Clemente, Javier Alejandro Maroto Morales, Alberto Huertas Celdrán, Gérôme Bovet:
A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios. IEEE Access 10: 124582-124594 (2022) - [j37]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Noise-based cyberattacks generating fake P300 waves in brain-computer interfaces. Clust. Comput. 25(1): 33-48 (2022) - [j36]Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet:
Federated learning for malware detection in IoT devices. Comput. Networks 204: 108693 (2022) - [j35]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Neuronal Jamming cyberattack over invasive BCIs affecting the resolution of tasks requiring visual capabilities. Comput. Secur. 112: 102534 (2022) - [j34]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Toward pre-standardization of reputation-based trust models beyond 5G. Comput. Stand. Interfaces 81: 103596 (2022) - [j33]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez, Michael Taynnan Barros, Sasitharan Balasubramaniam:
Security in Brain-Computer Interfaces: State-of-the-Art, Opportunities, and Future Challenges. ACM Comput. Surv. 54(1): 11:1-11:35 (2022) - [j32]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
SAFECAR: A Brain-Computer Interface and intelligent framework to detect drivers' distractions. Expert Syst. Appl. 203: 117402 (2022) - [j31]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Alexios Lekidis, Javier Fernandez Hidalgo, Manuel Gil Pérez, Muhammad Shuaib Siddiqui, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Design of a Security and Trust Framework for 5G Multi-domain Scenarios. J. Netw. Syst. Manag. 30(1): 7 (2022) - [j30]Juan Manuel Espín López, Alberto Huertas Celdrán, Francisco Esquembre, Gregorio Martínez Pérez, Javier G. Marín-Blázquez:
A Supervised ML Biometric Continuous Authentication System for Industry 4.0. IEEE Trans. Ind. Informatics 18(12): 9132-9140 (2022) - [c15]Alberto Huertas Celdrán, Jan Bauer, Melike Demirci, Joel Leupp, Muriel Figueredo Franco, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RITUAL: a Platform Quantifying the Trustworthiness of Supervised Machine Learning. CNSM 2022: 364-366 - [c14]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Intelligent Fingerprinting to Detect Data Leakage Attacks on Spectrum Sensors. ICC 2022: 4080-4085 - [c13]Sergio López Bernal, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Rubén Ortega Romero, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Study of P300 Detection Performance by Different P300 Speller Approaches Using Electroencephalography. ISMICT 2022: 1-6 - [c12]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Eder J. Scheid, Timucin Besken, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Policy-based and Behavioral Framework to Detect Ransomware Affecting Resource-constrained Sensors. NOMS 2022: 1-7 - [c11]Muriel Figueredo Franco, Erion Sula, Alberto Huertas Celdrán, Eder J. Scheid, Lisandro Z. Granville, Burkhard Stiller:
SecRiskAI: a Machine Learning-Based Approach for Cybersecurity Risk Prediction in Businesses. CBI (1) 2022: 1-10 - [p1]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Fabio Sisi, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Creation of a Dataset Modeling the Behavior of Malware Affecting the Confidentiality of Data Managed by IoT Devices. Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities 2022: 193-225 - [d6]Javier Pastor-Galindo, Mattia Zago, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez-Valiente, Gregorio Martínez Pérez, Félix Gómez Mármol:
Spotting political social bots in Twitter: a dataset for the 2019 Spanish general election. IEEE DataPort, 2022
- [d5]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
LWHBench Dataset. IEEE DataPort, 2022 - [d4]Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware. IEEE DataPort, 2022 - [i23]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
CyberSpec: Intelligent Behavioral Fingerprinting to Detect Attacks on Crowdsensing Spectrum Sensors. CoRR abs/2201.05410 (2022) - [i22]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Timo Schenk, Adrian Lars Benjamin Iten, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors. CoRR abs/2202.00137 (2022) - [i21]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
LwHBench: A low-level hardware component benchmark and dataset for Single Board Computers. CoRR abs/2204.08516 (2022) - [i20]Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Analyzing the impact of Driving tasks when detecting emotions through Brain-Computer Interfaces. CoRR abs/2209.00993 (2022) - [i19]José Manuel Hidalgo Rogel, Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Sergio López Bernal, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Studying Drowsiness Detection Performance while Driving through Scalable Machine Learning Models using Electroencephalography. CoRR abs/2209.04048 (2022) - [i18]Jan von der Assen, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jordan Cedeño, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
A Lightweight Moving Target Defense Framework for Multi-purpose Malware Affecting IoT Devices. CoRR abs/2210.07719 (2022) - [i17]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Enrique Tomás Martínez Beltrán, Daniel Demeter, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
Analyzing the Robustness of Decentralized Horizontal and Vertical Federated Learning Architectures in a Non-IID Scenario. CoRR abs/2210.11061 (2022) - [i16]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Manuel Gil Pérez, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Trust-as-a-Service: A reputation-enabled trust framework for 5G networks. CoRR abs/2210.11501 (2022) - [i15]Enrique Tomás Martínez Beltrán, Mario Quiles Pérez, Pedro Miguel Sánchez Sánchez, Sergio López Bernal, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
Decentralized Federated Learning: Fundamentals, State-of-the-art, Frameworks, Trends, and Challenges. CoRR abs/2211.08413 (2022) - [i14]Sergio López Bernal, Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Gregorio Martínez Pérez, Alberto Huertas Celdrán:
When Brain-Computer Interfaces Meet the Metaverse: Landscape, Demonstrator, Trends, Challenges, and Concerns. CoRR abs/2212.03169 (2022) - [i13]Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Jan von der Assen, Timo Schenk, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller:
RL and Fingerprinting to Select Moving Target Defense Mechanisms for Zero-day Attacks in IoT. CoRR abs/2212.14647 (2022) - [i12]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Gregorio Martínez Pérez:
Adversarial attacks and defenses on ML- and hardware-based IoT device fingerprinting and identification. CoRR abs/2212.14677 (2022) - 2021
- [j29]Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
AuthCODE: A privacy-preserving and multi-device continuous authentication architecture based on machine and deep learning. Comput. Secur. 103: 102168 (2021) - [j28]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets. IEEE Commun. Surv. Tutorials 23(2): 1048-1077 (2021) - [j27]Manuel Gil Pérez, Alberto Huertas Celdrán, Pietro G. Giardina, Giacomo Bernini, Simone Pizzimenti, Félix J. García Clemente, Gregorio Martínez Pérez, Giovanni Festa, Fabio Paglianti:
Mitigation of cyber threats: Protection mechanisms in federated SDN/NFV infrastructures for 5G within FIRE+. Concurr. Comput. Pract. Exp. 33(7): 1 (2021) - [j26]Sergio López Bernal, Daniel Perez Martins, Alberto Huertas Celdrán:
Towards the mitigation of distributed denial-of-service cyberbioattacks in bacteria-based biosensing systems. Digit. Signal Process. 118: 103241 (2021) - [j25]Alberto Huertas Celdrán, Kallol Krishna Karmakar, Félix Gómez Mármol, Vijay Varadharajan:
Detecting and mitigating cyberattacks using software defined networks for integrated clinical environments. Peer-to-Peer Netw. Appl. 14(5): 2719-2734 (2021) - [j24]Juan Manuel Espín, Alberto Huertas Celdrán, Javier G. Marín-Blázquez, Francisco Esquembre, Gregorio Martínez Pérez:
S3: An AI-Enabled User Continuous Authentication for Smartphones Based on Sensors, Statistics and Speaker Information. Sensors 21(11): 3765 (2021) - [j23]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez:
SafeMan: A unified framework to manage cybersecurity and safety in manufacturing industry. Softw. Pract. Exp. 51(3): 607-627 (2021) - [c10]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Frances Cleary:
Crafting Adversarial Samples for Anomaly Detectors in Industrial Control Systems. ANT/EDI40 2021: 573-580 - [c9]Chandra Thapa, Kallol Krishna Karmakar, Alberto Huertas Celdrán, Seyit Camtepe, Vijay Varadharajan, Surya Nepal:
FedDICE: A Ransomware Spread Detection in a Distributed Integrated Clinical Environment Using Federated Learning and SDN Based Mitigation. QSHINE 2021: 3-24 - [d3]Juan Manuel Espín López, Alberto Huertas Celdrán, Javier G. Marín-Blázquez, Franscisco Esquembre Martínez, Gregorio Martínez Pérez:
S3 dataset. IEEE DataPort, 2021 - [i11]Valerian Rey, Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Gérôme Bovet, Martin Jaggi:
Federated Learning for Malware Detection in IoT Devices. CoRR abs/2104.09994 (2021) - [i10]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Neuronal Jamming Cyberattack over Invasive BCI Affecting the Resolution of Tasks Requiring Visual Capabilities. CoRR abs/2105.10997 (2021) - [i9]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Eight Reasons Why Cybersecurity on Novel Generations of Brain-Computer Interfaces Must Be Prioritized. CoRR abs/2106.04968 (2021) - [i8]Chandra Thapa, Kallol Krishna Karmakar, Alberto Huertas Celdrán, Seyit Camtepe, Vijay Varadharajan, Surya Nepal:
FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation. CoRR abs/2106.05434 (2021) - [i7]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
Can Evil IoT Twins Be Identified? Now Yes, a Hardware Behavioral Fingerprinting Methodology. CoRR abs/2106.08209 (2021) - [i6]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, José Rafael Buendía Rubio, Gérôme Bovet, Gregorio Martínez Pérez:
Robust Federated Learning for execution time-based device model identification under label-flipping attack. CoRR abs/2111.14434 (2021) - 2020
- [j22]Sergio López Bernal, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Michael Taynnan Barros, Sasitharan Balasubramaniam, Gregorio Martínez Pérez:
Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling. IEEE Access 8: 152204-152222 (2020) - [j21]Alberto Huertas Celdrán, Manuel Gil Pérez, Izidor Mlakar, José M. Alcaraz Calero, Félix J. García Clemente, Gregorio Martínez Pérez, Md. Zakirul Alam Bhuiyan:
PROTECTOR: Towards the protection of sensitive data in Europe and the US. Comput. Networks 181: 107448 (2020) - [j20]Alberto Huertas Celdrán, José A. Ruipérez-Valiente, Félix J. García Clemente, María Jesús Rodríguez-Triana, Shashi Kant Shankar, Gregorio Martínez Pérez:
A Scalable Architecture for the Dynamic Deployment of Multimodal Learning Analytics Applications in Smart Classrooms. Sensors 20(10): 2923 (2020) - [j19]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente:
MADICS: A Methodology for Anomaly Detection in Industrial Control Systems. Symmetry 12(10): 1583 (2020) - [j18]Alberto Huertas Celdrán, Félix J. García Clemente, Jacobo Sáenz, Luis de la Torre, Christophe Salzmann, Denis Gillet:
Self-Organized Laboratories for Smart Campus. IEEE Trans. Learn. Technol. 13(2): 404-416 (2020) - [j17]Javier Pastor-Galindo, Mattia Zago, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez-Valiente, Gregorio Martínez Pérez, Félix Gómez Mármol:
Spotting Political Social Bots in Twitter: A Use Case of the 2019 Spanish General Election. IEEE Trans. Netw. Serv. Manag. 17(4): 2156-2170 (2020) - [e1]Guojun Wang, Aniello Castiglione, Alberto Huertas Celdrán:
23rd IEEE International Conference on Computational Science and Engineering, CSE 2020, Guangzhou, China, December 29, 2020 - January 1, 2021. IEEE 2020, ISBN 978-1-6654-0398-6 [contents] - [d2]Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Gregorio Martínez Pérez:
Authcode - Dataset. IEEE DataPort, 2020 - [d1]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Mattia Zago, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Eduardo López Bernal, Sergio López Bernal, Javier Martínez Valverde, Pantaleone Nespoli, Javier Pastor-Galindo, Ángel Luis Perales Gómez, Manuel Gil Pérez, Gregorio Martínez Pérez:
BEHACOM. IEEE DataPort, 2020 - [i5]Javier Pastor-Galindo, Mattia Zago, Pantaleone Nespoli, Sergio López Bernal, Alberto Huertas Celdrán, Manuel Gil Pérez, José A. Ruipérez-Valiente, Gregorio Martínez Pérez, Félix Gómez Mármol:
Spotting political social bots in Twitter: A use case of the 2019 Spanish general election. CoRR abs/2004.00931 (2020) - [i4]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez:
AuthCODE: A Privacy-preserving and Multi-device Continuous Authentication Architecture based on Machine and Deep Learning. CoRR abs/2004.07877 (2020) - [i3]Sergio López Bernal, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Michael Taynnan Barros, Sasitharan Balasubramaniam, Gregorio Martínez Pérez:
Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling. CoRR abs/2007.09466 (2020) - [i2]Pedro Miguel Sánchez Sánchez, José María Jorquera Valero, Alberto Huertas Celdrán, Gérôme Bovet, Manuel Gil Pérez, Gregorio Martínez Pérez:
A Survey on Device Behavior Fingerprinting: Data Sources, Techniques, Application Scenarios, and Datasets. CoRR abs/2008.03343 (2020)
2010 – 2019
- 2019
- [j16]Ángel Luis Perales Gómez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Félix J. García Clemente, Cristian Cadenas Sarmiento, Carlos Javier Del Canto Masa, Rubén Méndez Nistal:
On the Generation of Anomaly Detection Datasets in Industrial Control Systems. IEEE Access 7: 177460-177473 (2019) - [j15]Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Dynamic management of a deep learning-based anomaly detection system for 5G networks. J. Ambient Intell. Humaniz. Comput. 10(8): 3083-3097 (2019) - [j14]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Towards the autonomous provision of self-protection capabilities in 5G networks. J. Ambient Intell. Humaniz. Comput. 10(12): 4707-4720 (2019) - [j13]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Policy-Based Management for Green Mobile Networks Through Software-Defined Networking. Mob. Networks Appl. 24(2): 657-666 (2019) - [j12]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Fabrizio Ippoliti, Gregorio Martínez Pérez:
Dynamic network slicing management of multimedia scenarios for future remote healthcare. Multim. Tools Appl. 78(17): 24707-24737 (2019) - [j11]Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Ángel Luis Perales Gómez, Félix J. García Clemente, James Weimer, Insup Lee:
Intelligent and Dynamic Ransomware Spread Detection and Mitigation in Integrated Clinical Environments. Sensors 19(5): 1114 (2019) - [j10]Pantaleone Nespoli, Mattia Zago, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix Gómez Mármol, Félix J. García Clemente:
PALOT: Profiling and Authenticating Users Leveraging Internet of Things. Sensors 19(12): 2832 (2019) - [c8]Alberto Huertas Celdrán, Manuel Gil Pérez, Izidor Mlakar, José M. Alcaraz Calero, Félix J. García Clemente, Gregorio Martínez Pérez:
A Management Platform for Citizen's Data Protection Regulation. iSCI 2019: 60-72 - [c7]Pedro Miguel Sánchez Sánchez, Alberto Huertas Celdrán, Lorenzo Fernández Maimó, Gregorio Martínez Pérez, Guojun Wang:
Securing Smart Offices Through an Intelligent and Multi-device Continuous Authentication System. iSCI 2019: 73-85 - [i1]Sergio López Bernal, Alberto Huertas Celdrán, Gregorio Martínez Pérez, Michael Taynnan Barros, Sasitharan Balasubramaniam:
Cybersecurity in Brain-Computer Interfaces: State-of-the-art, opportunities, and future challenges. CoRR abs/1908.03536 (2019) - 2018
- [j9]José María Jorquera Valero, Pedro Miguel Sánchez Sánchez, Lorenzo Fernández Maimó, Alberto Huertas Celdrán, Marcos Arjona Fernández, Sergio De Los Santos Vílchez, Gregorio Martínez Pérez:
Improving the Security and QoE in Mobile Devices through an Intelligent and Adaptive Continuous Authentication System. Sensors 18(11): 3769 (2018) - [j8]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Sustainable securing of Medical Cyber-Physical Systems for the healthcare of the future. Sustain. Comput. Informatics Syst. 19: 138-146 (2018) - [c6]Alberto Huertas Celdrán, Félix J. García Clemente, James Weimer, Insup Lee:
ICE++: Improving Security, QoS, and High Availability of Medical Cyber-Physical Systems through Mobile Edge Computing. HealthCom 2018: 1-8 - [c5]Pantaleone Nespoli, Mattia Zago, Alberto Huertas Celdrán, Manuel Gil Pérez, Félix Gómez Mármol, Félix J. García Clemente:
A Dynamic Continuous Authentication Framework in IoT-Enabled Environments. IoTSMS 2018: 131-138 - [c4]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Fabrizio Ippoliti, Gregorio Martínez Pérez:
Policy-based network slicing management for future mobile communications. SDS 2018: 153-159 - 2017
- [j7]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Preserving patients' privacy in health scenarios through a multicontext-aware system. Ann. des Télécommunications 72(9-10): 577-587 (2017) - [j6]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Enabling Highly Dynamic Mobile Scenarios with Software Defined Networking. IEEE Commun. Mag. 55(4): 108-113 (2017) - [j5]Manuel Gil Pérez, Alberto Huertas Celdrán, Fabrizio Ippoliti, Pietro G. Giardina, Giacomo Bernini, Ricardo Marco Alaez, Enrique Chirivella-Perez, Félix J. García Clemente, Gregorio Martínez Pérez, Elian Kraja, Gino Carrozzo, José M. Alcaraz Calero, Qi Wang:
Dynamic Reconfiguration in 5G Mobile Networks to Proactively Detect and Mitigate Botnets. IEEE Internet Comput. 21(5): 28-36 (2017) - [c3]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Automatic monitoring management for 5G mobile networks. FNC/MobiSPC 2017: 328-335 - 2016
- [j4]Alberto Huertas Celdrán, Ginés Dólera Tormo, Félix Gómez Mármol, Manuel Gil Pérez, Gregorio Martínez Pérez:
Resolving privacy-preserving relationships over outsourced encrypted data storages. Int. J. Inf. Sec. 15(2): 195-209 (2016) - [j3]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Design of a recommender system based on users' behavior and collaborative location and tracking. J. Comput. Sci. 12: 83-94 (2016) - [j2]Alberto Huertas Celdrán, Félix J. García Clemente, Manuel Gil Pérez, Gregorio Martínez Pérez:
SeCoMan: A Semantic-Aware Policy Framework for Developing Privacy-Preserving and Context-Aware Smart Applications. IEEE Syst. J. 10(3): 1111-1124 (2016) - [c2]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
MASTERY: A multicontext-aware system that preserves the users' privacy. NOMS 2016: 523-528 - 2014
- [j1]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
Precise: Privacy-aware recommender based on context information for cloud service environments. IEEE Commun. Mag. 52(8): 90-96 (2014) - [c1]Alberto Huertas Celdrán, Manuel Gil Pérez, Félix J. García Clemente, Gregorio Martínez Pérez:
What Private Information Are You Disclosing? A Privacy-Preserving System Supervised by Yourself. HPCC/CSS/ICESS 2014: 1221-1228
Coauthor Index
[j69] [j68] [j67] [j65] [j64] [j63] [j62] [j61] [j57] [j56] [j55] [j53] [c29] [c28] [c27] [c26] [c25] [c24] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [j50] [j49] [j46] [j45] [j44] [j41] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [i35] [i34] [i33] [i32] [i31] [i30] [i28] [i27] [i26] [i25] [j38] [j36] [c15] [c14] [c12] [p1] [d5] [d4] [i23] [i22] [i21] [i18] [i17] [i15] [i13] [i12] [j28] [i11] [i7] [i6] [i2]
[j69] [j67] [j66] [j65] [j64] [j63] [j62] [j61] [j60] [j58] [j57] [j56] [j55] [j54] [j53] [c30] [c26] [i41] [i38] [i36] [j52] [j51] [j50] [j49] [j48] [j46] [j45] [j44] [j43] [j41] [j40] [c23] [c22] [c21] [c20] [c19] [c18] [c16] [i35] [i34] [i33] [i32] [i30] [i28] [i24] [j37] [j35] [j34] [j33] [j32] [j31] [j30] [c15] [c14] [c13] [c12] [p1] [d6] [d5] [d4] [i23] [i22] [i21] [i20] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [i12] [j29] [j28] [j27] [j24] [j23] [d3] [i10] [i9] [i7] [i6] [j22] [j21] [j20] [j17] [d2] [d1] [i5] [i4] [i3] [i2] [j15] [j14] [j13] [j12] [c8] [c7] [i1] [j9] [j8] [c4] [j7] [j6] [j5] [c3] [j4] [j3] [j2] [c2] [j1] [c1]
[j69] [j67] [j65] [j64] [j63] [j62] [j61] [j57] [j56] [j55] [j53] [c30] [c27] [c26] [i41] [i36] [j51] [j50] [j49] [j48] [j46] [j45] [j44] [j41] [c23] [c21] [c20] [c19] [c18] [c16] [i35] [i34] [i33] [i32] [i30] [i29] [i28] [i25] [j36] [j34] [j31] [c15] [c14] [c12] [p1] [d5] [d4] [i23] [i22] [i21] [i18] [i17] [i16] [i15] [i13] [i12] [j29] [j28] [i11] [i7] [i6] [d2] [d1] [i4] [i2] [c7] [j9]
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