Search Results for author: Branislav Bošanský

Found 2 papers, 1 papers with code

How to Train your Antivirus: RL-based Hardening through the Problem-Space

1 code implementation29 Feb 2024 Ilias Tsingenopoulos, Jacopo Cortellazzi, Branislav Bošanský, Simone Aonzo, Davy Preuveneers, Wouter Joosen, Fabio Pierazzi, Lorenzo Cavallaro

It also makes possible to provide theoretical guarantees on the robustness of the model against a particular set of adversarial capabilities.

Malware Detection

Explaining Classifiers Trained on Raw Hierarchical Multiple-Instance Data

no code implementations4 Aug 2022 Tomáš Pevný, Viliam Lisý, Branislav Bošanský, Petr Somol, Michal Pěchouček

Learning from raw data input, thus limiting the need for feature engineering, is a component of many successful applications of machine learning methods in various domains.

Feature Engineering Multiple Instance Learning

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