11 citations · 39 across the 26 of their papers we have counts for
4 papers · 1 filter
Targeted Pooled Latent-Space Steganalysis Applied to Generative Steganography, with a Fix
Etienne Levecque, Aurélien Noirault, Tomáš Pevn{ý} +3
Steganographic schemes dedicated to generated images modify the seed vector in the latent space to embed a message. Whereas most steganalysis methods attempt to detect the embeddin…
Nested Multiple Instance Learning in Modelling of HTTP network traffic
Tomas Pevny, Marek Dedic
In many interesting cases, the application of machine learning is hindered by data having a complicated structure stimulated by a structured file-formats like JSONs, XMLs, or Proto…
Multiple Instance Learning for Malware Classification
Jan Stiborek, Tomáš Pevný, Martin Rehák
This work addresses classification of unknown binaries executed in sandbox by modeling their interaction with system resources (files, mutexes, registry keys and communication with…
Discriminative models for multi-instance problems with tree-structure
Tomas Pevny, Petr Somol
Modeling network traffic is gaining importance in order to counter modern threats of ever increasing sophistication. It is though surprisingly difficult and costly to construct rel…