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Chidroid: A Mobile Android Application for Log Collection and Security Analysis in Healthcare and IoMT 1 1 download |
Publications | november 21, 2024 | Download |
Mastering data privacy: leveraging K-anonymity for robust health data sharing 1 4 downloads |
Publications | november 21, 2024 | Download |
Poison Playground: Benchmarking State-of-the-Art Poisoning Attacks and Defenses on Vertical and Horizontal Federated Learning 1 10 downloads |
Publications | september 25, 2024 | Download |
On Bidirectional Transition between Threshold and Bipolar Switching in Ag/SiO2/ITO Memristors 1 8 downloads |
Publications | september 23, 2024 | Download |
Effect of SiO2 Thickness Depositing Using Sputtering on Switching Behaviours in Ag based Memristors 1 9 downloads |
Publications | september 23, 2024 | Download |
Integrating Federated Learning and Differential Privacy for Secure Anomaly Detection in Smart Grids 1 7 downloads |
Publications | september 17, 2024 | Download |
PRIV-DRIVE: Privacy-Ensured Federated Learning using Homomorphic Encryption for Driver Fatigue Detection 1 9 downloads |
Publications | september 17, 2024 | Download |
Using Decision Support to Fortify Industrial Control System against Cyber attacks 1 9 downloads |
Publications | september 17, 2024 | Download |
Anomaly Detection based on LSTM and Autoencoders using Federated Learning in Smart Electric Grid Hyperparameters 1 7 downloads |
Publications | september 17, 2024 | Download |
CNN-LSTM implementation methodology on SoC FPGA for Human Action Recognition based on Video 1 10 downloads |
Publications | september 13, 2024 | Download |
A Distributed K-Nearest Neighbour based on Decision Tree for Classification Problems 1 6 downloads |
Publications | september 13, 2024 | Download |
Comparative Evaluation of Autoencoders for Semi-Supervised Anomaly Detection on Univariate Time Series Data 1 4 downloads |
Publications | september 13, 2024 | Download |
DAIS Newsletter June 2024 1 24 downloads |
Presentations, Publications | juni 27, 2024 | Download |
Federated Learning for Wake Word Detection 1 8 downloads |
Publications | juni 26, 2024 | Download |
Network Intrusion Detection using Machine Learning on Resource-Constrained Edge Devices 1 5 downloads |
Publications | juni 26, 2024 | Download |
EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters 1 8 downloads |
Publications | juni 26, 2024 | Download |
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation 1 6 downloads |
Publications | juni 26, 2024 | Download |
ELISE: A Reinforcement Learning Framework to Optimize the Sloftframe Size of TSCH in SDN-Based IoT Networks 1 7 downloads |
Publications | juni 26, 2024 | Download |
A Centralized Reinforcement Learning Framework for Adaptive Clustering with Low Control Overhead in IoT Networks 1 15 downloads |
Publications | maj 16, 2024 | Download |
Federated Fine-Tuning of Foundation Models via Probabilistic Masking 1 10 downloads |
Publications | maj 16, 2024 | Download |
Hardware-Software Co-Design of an Audio Feature Extraction Pipeline For Machine Learning Applications 1 9 downloads |
Publications | maj 16, 2024 | Download |
Q-Delegation: VNF Load Balancing through Reinforcement Learning-Based Packet Delegation 1 9 downloads |
Publications | maj 16, 2024 | Download |
HRL-TSCH: A Hierarchical Reinforcement Learning-based TSCH Scheduler for Reprogrammable IoT Networks 1 7 downloads |
Publications | maj 16, 2024 | Download |
UML-Based Design Flow for Systems with Neural Networks 1 10 downloads |
Publications | maj 16, 2024 | Download |
Automatic Code Generation from UML for Data Memory Optimization in Microcontrollers 1 11 downloads |
Publications | maj 16, 2024 | Download |
An Almost Fully RRAM-based LUT Design for Reconfigurable Circuits 1 17 downloads |
Publications | oktober 5, 2023 | Download |
Investigation of Approaches in the Literature and Potential Problems for Audio Spoofing Detection 1 10 downloads |
Publications | oktober 4, 2023 | Download |
Towards Deploying Highly Quantized Neural Networks on FPGA Using Chisel 1 13 downloads |
Publications | oktober 2, 2023 | Download |
Federated Learning for Network Anomaly Detection in a Distributed Industrial Environment 1 16 downloads |
Publications | september 29, 2023 | Download |
Time-series Anomaly Detection and Classification with Long Short-Term Memory Network on Industrial Manufacturing Systems 1 13 downloads |
Publications | september 28, 2023 | Download |
SENECA: Building a fully digital neuromorphic processor, design trade-offs and challenges 1 14 downloads |
Publications | september 28, 2023 | Download |
Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition 1 15 downloads |
Publications | september 28, 2023 | Download |
Recurrence recovery in heterogeneous Fermi–Pasta–Ulam–Tsingou systems 1 15 downloads |
Publications | september 28, 2023 | Download |
Privacy-preserving Federated Learning System for Fatigue Detection 1 18 downloads |
Publications | september 28, 2023 | Download |
Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition 1 16 downloads |
Publications | september 28, 2023 | Download |
Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design 1 16 downloads |
Publications | september 28, 2023 | Download |
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data 1 15 downloads |
Publications | september 28, 2023 | Download |
Anomaly Detection Using LSTM-Autoencoder in Smart Grid: A Federated Learning Approach 1 15 downloads |
Publications | september 28, 2023 | Download |
An Empirical Evaluation of Enhanced Performance Softmax Function in Deep Learning 1 15 downloads |
Publications | september 28, 2023 | Download |
A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems 1 19 downloads |
Publications | september 28, 2023 | Download |
A flexible communication stack design for improved software development on industrial testbeds and simulators 1 20 downloads |
Publications | mars 10, 2023 | Download |
Hardware Acceleration of the YOLO Convolutional Neural Network on a Field-Programmable Gate Array 1 15 downloads |
Publications | mars 8, 2023 | Download |
”A Configurable Mixed-Precision Convolution Processing Unit Generator in Chisel” 1 16 downloads |
Publications | mars 1, 2023 | Download |
On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition 1 15 downloads |
Publications | januari 13, 2023 | Download |
A Codeword-Independent Localization Technique for Reconfigurable Intelligent Surface-Enhanced Environments using Adversarial 1 27 downloads |
Publications | januari 13, 2023 | Download |
Collision Avoidance on Unmanned Aerial Vehicles Using Neural Network Pipelines and Flow Clustering Techniques 1 18 downloads |
Publications | november 24, 2022 | Download |
Unsupervised Domain Adaptation Of Neural PLDA Using Segment Pairs For Speaker Verification 1 13 downloads |
Publications | november 24, 2022 | Download |
ELISE: A Reinforcement Learning Framework to Optimize the Sloftframe Size of TSCH in SDN-Based IoT Networks 1 18 downloads |
Publications | november 24, 2022 | Download |
Scalability Enhancement on Software Defined Industrial Wireless Sensor Networks over TSCH 1 14 downloads |
Publications | november 24, 2022 | Download |
Dealing with Non-Idealities in Memristor Based Computation-In-Memory Designs 1 14 downloads |
Publications | november 24, 2022 | Download |
Accelerating the Verification of Forward Error Correction Decoders by PCIe FPGA Cards 1 14 downloads |
Publications | november 24, 2022 | Download |
Federated Learning with Label Noise 1 15 downloads |
Publications | november 24, 2022 | Download |
Energy-Efficient SNN Implementation Using RRAM-Based Computation In-Memory (CIM) 1 11 downloads |
Publications | november 24, 2022 | Download |
A Geometric Deep Learning Framework for Accurate Indoor Localization 1 27 downloads |
Publications | november 24, 2022 | Download |
Energy-efficient In-Memory Address Calculation 1 14 downloads |
Publications | november 24, 2022 | Download |
Training for temporal sparsity in deep neural networks, application in embedded video processing 1 14 downloads |
Publications | november 24, 2022 | Download |
SENeCA: Scalable Energy-efficient Neuromorphic Computer Architecture 1 11 downloads |
Publications | november 24, 2022 | Download |
Container-Based Load Balancing and Monitoring Approach in Fog Computing System 1 20 downloads |
Publications | november 24, 2022 | Download |
A Cost-Aware Resource Management Technique for Cloud and Edge Environment 1 25 downloads |
Publications | november 24, 2022 | Download |
Digital Twin-based Intrusion Detection for Industrial Control Systems 1 19 downloads |
Publications | november 24, 2022 | Download |
Referencing-in-Array Scheme for RRAM-based CIM Architecture 1 12 downloads |
Publications | november 24, 2022 | Download |
Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning 1 13 downloads |
Publications | november 24, 2022 | Download |
TSCH Multiflow Scheduling with QoS Guarantees: A Comparison of SDN with common Schedulers 1 12 downloads |
Publications | november 24, 2022 | Download |
Data Multiplexed and Hardware Reused Architecture for Deep Neural Network Accelerator 1 15 downloads |
Publications | november 24, 2022 | Download |
A Survey on Machine Learning Software-Defined Wireless Sensor Networks: Current status and major challenges 1 18 downloads |
Publications | november 24, 2022 | Download |