Michał Choraś

Best Publications

• A Deep Learning Ensemble for Network Anomaly and Cyber-Attack Detection.

  Unknown

  173
  Citations

• A scalable distributed machine learning approach for attack detection in edge computing environments

  Rafał Kozik;Michał Choraś;Massimo Ficco;Francesco Palmieri

  154
  Citations

• Defending network intrusion detection systems against adversarial evasion attacks

  Unknown

  153
  Citations

• Tight Arms Race: Overview of Current Malware Threats and Trends in Their Detection

  Luca Caviglione;Michal Choras;Igino Corona;Artur Janicki

  138
  Citations

• Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study

  Michal Choras;Konstantinos P. Demestichas;Agata Gielczyk;Álvaro Herrero

  135
  Citations

• Image retrieval based on hierarchical Gabor filters

  Unknown

  133
  Citations

• New explainability method for BERT-based model in fake news detection

  Unknown

  125
  Citations

• Intrusion detection approach based on optimised artificial neural network

  Unknown

  101
  Citations

• Contactless palmprint and knuckle biometrics for mobile devices

  Unknown

  99
  Citations

• Integrated color, texture and shape information for content-based image retrieval

  Unknown

  73
  Citations

• The lip as a biometric

  Unknown

  73
  Citations

• A survey on neural networks for (cyber-) security and (cyber-) security of neural networks

  Unknown

  66
  Citations

• Continuously Assessing and Improving Software Quality With Software Analytics Tools: A Case Study

  Silverio Martínez-Fernández;Anna Maria Vollmer;Andreas Jedlitschka;Xavier Franch

  63
  Citations

• Machine Learning – The Results Are Not the only Thing that Matters! What About Security, Explainability and Fairness?

  Michał Choraś;Marek Pawlicki;Damian Puchalski;Rafał Kozik

  62
  Citations

• Sentiment Analysis for Fake News Detection by Means of Neural Networks

  Unknown

  58
  Citations

• A new method of hybrid time window embedding with transformer-based traffic data classification in IoT-networked environment

  Unknown

  55
  Citations

• Simulation platform for cyber-security and vulnerability analysis of critical infrastructures

  Massimo Ficco;Michał Choraś;Rafał Kozik

  54
  Citations

• Application of the BERT-Based Architecture in Fake News Detection

  Unknown

  46
  Citations

• Strategies to manage quality requirements in agile software development: a multiple case study

  Pertti Karhapää;Woubshet Behutiye;Pilar Rodríguez;Markku Oivo

  42
  Citations

• Measuring and Improving Agile Processes in a Small-Size Software Development Company

  Michal Choras;Tomasz Springer;Rafal Kozik;Lidia Lopez

  38
  Citations