Dmitrijs Trizna

According to our database, Dmitrijs Trizna authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Nebula: Self-Attention for Dynamic Malware Analysis.

Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Fabio Roli

IEEE Trans. Inf. Forensics Secur., 2024

SLIFER: Investigating Performance and Robustness of Malware Detection Pipelines.

Andrea Ponte, Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Ivan Tesfai Ogbu, Fabio Roli

CoRR, 2024

Updating Windows Malware Detectors: Balancing Robustness and Regression against Adversarial EXEmples.

Matous Kozák, Luca Demetrio, Dmitrijs Trizna, Fabio Roli

CoRR, 2024

Living-off-The-Land Reverse-Shell Detection by Informed Data Augmentation.

Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Fabio Roli

CoRR, 2024

2022

Quo Vadis: Hybrid Machine Learning Meta-Model Based on Contextual and Behavioral Malware Representations.

Dmitrijs Trizna

Proceedings of the 15th ACM Workshop on Artificial Intelligence and Security, 2022

2021

Shell Language Processing: Unix command parsing for Machine Learning.

Dmitrijs Trizna

CoRR, 2021