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Poison Playground: Benchmarking State-of-the-Art Poisoning Attacks and Defenses on Vertical and Horizontal Federated Learning 1 5 downloads |
Publications | september 25, 2024 | Download |
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On Bidirectional Transition between Threshold and Bipolar Switching in Ag/SiO2/ITO Memristors 1 4 downloads |
Publications | september 23, 2024 | Download |
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Effect of SiO2 Thickness Depositing Using Sputtering on Switching Behaviours in Ag based Memristors 1 4 downloads |
Publications | september 23, 2024 | Download |
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Integrating Federated Learning and Differential Privacy for Secure Anomaly Detection in Smart Grids 1 4 downloads |
Publications | september 17, 2024 | Download |
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PRIV-DRIVE: Privacy-Ensured Federated Learning using Homomorphic Encryption for Driver Fatigue Detection 1 5 downloads |
Publications | september 17, 2024 | Download |
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Using Decision Support to Fortify Industrial Control System against Cyber attacks 1 4 downloads |
Publications | september 17, 2024 | Download |
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Anomaly Detection based on LSTM and Autoencoders using Federated Learning in Smart Electric Grid Hyperparameters 1 4 downloads |
Publications | september 17, 2024 | Download |
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CNN-LSTM implementation methodology on SoC FPGA for Human Action Recognition based on Video 1 4 downloads |
Publications | september 13, 2024 | Download |
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A Distributed K-Nearest Neighbour based on Decision Tree for Classification Problems 1 4 downloads |
Publications | september 13, 2024 | Download |
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Comparative Evaluation of Autoencoders for Semi-Supervised Anomaly Detection on Univariate Time Series Data 1 4 downloads |
Publications | september 13, 2024 | Download |
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DAIS Newsletter June 2024 1 18 downloads |
Presentations, Publications | juni 27, 2024 | Download |
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Federated Learning for Wake Word Detection 1 4 downloads |
Publications | juni 26, 2024 | Download |
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Network Intrusion Detection using Machine Learning on Resource-Constrained Edge Devices 1 4 downloads |
Publications | juni 26, 2024 | Download |
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EncCluster: Scalable Functional Encryption in Federated Learning through Weight Clustering and Probabilistic Filters 1 4 downloads |
Publications | juni 26, 2024 | Download |
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Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillation 1 4 downloads |
Publications | juni 26, 2024 | Download |
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ELISE: A Reinforcement Learning Framework to Optimize the Sloftframe Size of TSCH in SDN-Based IoT Networks 1 4 downloads |
Publications | juni 26, 2024 | Download |
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A Centralized Reinforcement Learning Framework for Adaptive Clustering with Low Control Overhead in IoT Networks 1 10 downloads |
Publications | maj 16, 2024 | Download |
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Federated Fine-Tuning of Foundation Models via Probabilistic Masking 1 5 downloads |
Publications | maj 16, 2024 | Download |
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Hardware-Software Co-Design of an Audio Feature Extraction Pipeline For Machine Learning Applications 1 5 downloads |
Publications | maj 16, 2024 | Download |
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Q-Delegation: VNF Load Balancing through Reinforcement Learning-Based Packet Delegation 1 6 downloads |
Publications | maj 16, 2024 | Download |
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HRL-TSCH: A Hierarchical Reinforcement Learning-based TSCH Scheduler for Reprogrammable IoT Networks 1 5 downloads |
Publications | maj 16, 2024 | Download |
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UML-Based Design Flow for Systems with Neural Networks 1 6 downloads |
Publications | maj 16, 2024 | Download |
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Automatic Code Generation from UML for Data Memory Optimization in Microcontrollers 1 7 downloads |
Publications | maj 16, 2024 | Download |
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An Almost Fully RRAM-based LUT Design for Reconfigurable Circuits 1 14 downloads |
Publications | oktober 5, 2023 | Download |
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Investigation of Approaches in the Literature and Potential Problems for Audio Spoofing Detection 1 8 downloads |
Publications | oktober 4, 2023 | Download |
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Towards Deploying Highly Quantized Neural Networks on FPGA Using Chisel 1 10 downloads |
Publications | oktober 2, 2023 | Download |
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Federated Learning for Network Anomaly Detection in a Distributed Industrial Environment 1 13 downloads |
Publications | september 29, 2023 | Download |
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Time-series Anomaly Detection and Classification with Long Short-Term Memory Network on Industrial Manufacturing Systems 1 10 downloads |
Publications | september 28, 2023 | Download |
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SENECA: Building a fully digital neuromorphic processor, design trade-offs and challenges 1 11 downloads |
Publications | september 28, 2023 | Download |
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Secure and Efficient Federated Learning by Combining Homomorphic Encryption and Gradient Pruning in Speech Emotion Recognition 1 11 downloads |
Publications | september 28, 2023 | Download |
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Recurrence recovery in heterogeneous Fermi–Pasta–Ulam–Tsingou systems 1 10 downloads |
Publications | september 28, 2023 | Download |
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Privacy-preserving Federated Learning System for Fatigue Detection 1 13 downloads |
Publications | september 28, 2023 | Download |
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Optimized Paillier Homomorphic Encryption in Federated Learning for Speech Emotion Recognition 1 11 downloads |
Publications | september 28, 2023 | Download |
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Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design 1 12 downloads |
Publications | september 28, 2023 | Download |
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Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data 1 12 downloads |
Publications | september 28, 2023 | Download |
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Anomaly Detection Using LSTM-Autoencoder in Smart Grid: A Federated Learning Approach 1 13 downloads |
Publications | september 28, 2023 | Download |
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An Empirical Evaluation of Enhanced Performance Softmax Function in Deep Learning 1 12 downloads |
Publications | september 28, 2023 | Download |
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A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems 1 16 downloads |
Publications | september 28, 2023 | Download |
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A flexible communication stack design for improved software development on industrial testbeds and simulators 1 16 downloads |
Publications | mars 10, 2023 | Download |
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Hardware Acceleration of the YOLO Convolutional Neural Network on a Field-Programmable Gate Array 1 11 downloads |
Publications | mars 8, 2023 | Download |
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”A Configurable Mixed-Precision Convolution Processing Unit Generator in Chisel” 1 12 downloads |
Publications | mars 1, 2023 | Download |
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On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition 1 10 downloads |
Publications | januari 13, 2023 | Download |
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A Codeword-Independent Localization Technique for Reconfigurable Intelligent Surface-Enhanced Environments using Adversarial 1 22 downloads |
Publications | januari 13, 2023 | Download |
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Collision Avoidance on Unmanned Aerial Vehicles Using Neural Network Pipelines and Flow Clustering Techniques 1 13 downloads |
Publications | november 24, 2022 | Download |
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Unsupervised Domain Adaptation Of Neural PLDA Using Segment Pairs For Speaker Verification 1 10 downloads |
Publications | november 24, 2022 | Download |
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ELISE: A Reinforcement Learning Framework to Optimize the Sloftframe Size of TSCH in SDN-Based IoT Networks 1 15 downloads |
Publications | november 24, 2022 | Download |
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Scalability Enhancement on Software Defined Industrial Wireless Sensor Networks over TSCH 1 9 downloads |
Publications | november 24, 2022 | Download |
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Dealing with Non-Idealities in Memristor Based Computation-In-Memory Designs 1 11 downloads |
Publications | november 24, 2022 | Download |
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Accelerating the Verification of Forward Error Correction Decoders by PCIe FPGA Cards 1 12 downloads |
Publications | november 24, 2022 | Download |
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Federated Learning with Label Noise 1 13 downloads |
Publications | november 24, 2022 | Download |
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Energy-Efficient SNN Implementation Using RRAM-Based Computation In-Memory (CIM) 1 8 downloads |
Publications | november 24, 2022 | Download |
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A Geometric Deep Learning Framework for Accurate Indoor Localization 1 22 downloads |
Publications | november 24, 2022 | Download |
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Energy-efficient In-Memory Address Calculation 1 10 downloads |
Publications | november 24, 2022 | Download |
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Training for temporal sparsity in deep neural networks, application in embedded video processing 1 11 downloads |
Publications | november 24, 2022 | Download |
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SENeCA: Scalable Energy-efficient Neuromorphic Computer Architecture 1 9 downloads |
Publications | november 24, 2022 | Download |
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Container-Based Load Balancing and Monitoring Approach in Fog Computing System 1 16 downloads |
Publications | november 24, 2022 | Download |
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A Cost-Aware Resource Management Technique for Cloud and Edge Environment 1 22 downloads |
Publications | november 24, 2022 | Download |
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Digital Twin-based Intrusion Detection for Industrial Control Systems 1 14 downloads |
Publications | november 24, 2022 | Download |
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Referencing-in-Array Scheme for RRAM-based CIM Architecture 1 9 downloads |
Publications | november 24, 2022 | Download |
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Privacy-preserving Speech Emotion Recognition through Semi-Supervised Federated Learning 1 10 downloads |
Publications | november 24, 2022 | Download |
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TSCH Multiflow Scheduling with QoS Guarantees: A Comparison of SDN with common Schedulers 1 9 downloads |
Publications | november 24, 2022 | Download |
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Data Multiplexed and Hardware Reused Architecture for Deep Neural Network Accelerator 1 12 downloads |
Publications | november 24, 2022 | Download |
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A Survey on Machine Learning Software-Defined Wireless Sensor Networks: Current status and major challenges 1 16 downloads |
Publications | november 24, 2022 | Download |