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Katarzyna Filus

Observed names: Filus Katarzyna, Filus, Katarzyna
ORCID: 0000-0003-1303-9230
Observed ORCID: 0000-0003-1303-9230
OpenAlex ID: A5078743897
Software vulnerabilities in TensorFlow-based deep learning applications
2022 · Katarzyna Filus, Joanna Domańska · Computers & Security · 51
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LiDAR Point Cloud Generation for SLAM Algorithm Evaluation
2021 · Łukasz Sobczak, Katarzyna Filus, et al. · Sensors · 35
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Efficient Feature Selection for Static Analysis Vulnerability Prediction
2021 · Katarzyna Filus, Paweł Boryszko, et al. · Sensors · 32
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Finding the best hardware configuration for 2D SLAM in indoor environments via simulation based on Google Cartographer
2022 · Łukasz Sobczak, Katarzyna Filus, et al. · Scientific Reports · 27
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Global Entropy Pooling layer for Convolutional Neural Networks
2023 · Katarzyna Filus, Joanna Domańska · Neurocomputing · 19
Random Neural Network for Lightweight Attack Detection in the IoT
2021 · Katarzyna Filus, Joanna Domańska, et al. · Lecture notes in computer science · 19
The Random Neural Network as a Bonding Model for Software Vulnerability Prediction
2021 · Katarzyna Filus, Miltiadis Siavvas, et al. · Lecture notes in computer science · 19
Supervised Learning of Neural Networks for Active Queue Management in the Internet
2021 · Jakub Szyguła, Adam Domański, et al. · Sensors · 17
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Similarity-driven adversarial testing of neural networks
2024 · Katarzyna Filus, Joanna Domańska · Knowledge-Based Systems · 11
Cost-effective filtering of unreliable proximity detection results based on BLE RSSI and IMU readings using smartphones
2022 · Katarzyna Filus, Sławomir Nowak, et al. · Scientific Reports · 11
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Adaptive Hurst-Sensitive Active Queue Management
2022 · Dariusz Marek, Jakub Szyguła, et al. · Entropy · 9
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Long-Range Dependent Traffic Classification with Convolutional Neural Networks Based on Hurst Exponent Analysis
2020 · Katarzyna Filus, Adam Domański, et al. · Entropy · 9
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Real-time testing of vision-based systems for AGVs with ArUco markers
2022 · Katarzyna Filus, Lukasz Sobczak, et al. · IEEE International Conference on Big Data (BigData) · 8
NetSat: Network Saturation Adversarial Attack
2023 · Katarzyna Filus, Joanna Domanska · IEEE International Conference on Big Data (BigData) · 7
Self-Similar Markovian Sources
2020 · Adam Domański, Joanna Domańska, et al. · Applied Sciences · 7
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Extracting coarse-grained classifiers from large Convolutional Neural Networks
2024 · Katarzyna Filus, Joanna Domańska · Engineering Applications of Artificial Intelligence · 6
NAM: What Does a Neural Network See?
2022 · Katarzyna Filus, Joanna Domanska · International Joint Conference on Neural Networks (IJCNN) · 5
What is the doggest dog? Examination of typicality perception in ImageNet-trained networks
2025 · Katarzyna Filus, Joanna Domańska · Neural Networks · 4
Visual examination of relations between known classes for deep neural network classifiers
2023 · Łukasz Sobczak, Katarzyna Filus, et al. · IEEE International Conference on Big Data (BigData) · 4
Building a Real-Time Testing Platform for Unmanned Ground Vehicles with UDP Bridge
2022 · Łukasz Sobczak, Katarzyna Filus, et al. · Sensors · 4
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Harnessing Machine Learning for Reliable Weather Forecasting: Meteorological Impact on Sustainable Energy in Monterrey
2024 · Gustavo de Jesús Machado-Guillén, Jorge M. Cruz-Duarte, et al. · IEEE Congress on Evolutionary Computation (CEC) · 3
SDK4ED: One-click platform for Energy-aware, Maintainable and Dependable Applications
2022 · Charalampos Marantos, Miltiadis Siavvas, et al. · Design, Automation, and Test in Europe · 3
Author Correction: Cost-effective filtering of unreliable proximity detection results based on BLE RSSI and IMU readings using smartphones
2022 · Katarzyna Filus, Sławomir Nowak, et al. · Scientific Reports · 3
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Measuring Monosemanticity in Sparse Autoencoders via Latent Activation Coherence
2026 · Filus, Katarzyna, Pokuciński, Sebastian · arXiv (Cornell University) · 2
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Lost or Hidden? A Concept-Level Forgetting in Supervised Continual Learning
2026 · Filus, Katarzyna, Faber, Kamil, et al. · arXiv (Cornell University) · 2
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Works count: 45
Citation count: 332
H-index: 10
I10-index: 10
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