26 citations · 32 across the 5 of their papers we have counts for
5 papers
White paper on cybersecurity in the healthcare sector. The HEIR solution
Konstantinos Lampropoulos, Apostolis Zarras, Eftychia Lakka +29
The healthcare sector is increasingly vulnerable to cyberattacks due to its growing digitalization. Patient data, including medical records and financial information, are at risk,…
Vacant Holes for Unsupervised Detection of the Outliers in Compact Latent Representation
Misha Glazunov, Apostolis Zarras
Detection of the outliers is pivotal for any machine learning model deployed and operated in real-world. It is essential for the Deep Neural Networks that were shown to be overconf…
Do Bayesian Variational Autoencoders Know What They Don't Know?
Misha Glazunov, Apostolis Zarras
The problem of detecting the Out-of-Distribution (OoD) inputs is of paramount importance for Deep Neural Networks. It has been previously shown that even Deep Generative Models tha…
hybrid-Falcon: Hybrid Pattern Malware Detection and Categorization with Network Traffic and Program Code
Peng Xu, Claudia Eckert, Apostolis Zarras
Nowadays, Android is the most dominant operating system in the mobile ecosystem, with billions of people using its apps daily. As expected, this trend did not go unnoticed by miscr…
Automated Dynamic Firmware Analysis at Scale: A Case Study on Embedded Web Interfaces
Andrei Costin, Apostolis Zarras, Aurélien Francillon
Embedded devices are becoming more widespread, interconnected, and web-enabled than ever. However, recent studies showed that these devices are far from being secure. Moreover, man…