SQLi Detection with ML: A data-source perspective

no code implementations • 24 Apr 2023 • Balazs Pejo, Nikolett Kapui

Almost 50 years after the invention of SQL, injection attacks are still top-tier vulnerabilities of today's ICT systems.

feature selection

Collaborative Drug Discovery: Inference-level Data Protection Perspective

no code implementations • 13 May 2022 • Balazs Pejo, Mina Remeli, Adam Arany, Mathieu Galtier, Gergely Acs

Pharmaceutical industry can better leverage its data assets to virtualize drug discovery through a collaborative machine learning platform.

Drug Discovery Privacy Preserving

Property Inference Attacks on Convolutional Neural Networks: Influence and Implications of Target Model's Complexity

1 code implementation • 27 Apr 2021 • Mathias P. M. Parisot, Balazs Pejo, Dayana Spagnuelo

Property Inference Attacks exploit this and aim to infer from a given model (\ie the target model) properties about the training dataset seemingly unrelated to the model's primary goal.

Corona Games: Masks, Social Distancing and Mechanism Design

no code implementations • 11 Jun 2020 • Balazs Pejo, Gergely Biczok

In this paper, through simple games, we show the effect of individual incentives on the decisions made with respect to wearing masks and social distancing, and how these may result in a sub-optimal outcome.

Decision Making