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