Dmitrijs Trizna

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Malware Detection

Shallow Parsing

Language Processing

Automatic Analysis

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Fabio Roli
Living-off-The-Land Reverse-Shell Detection by Informed Data Augmentation. CoRR (2024)
Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Fabio Roli
Nebula: Self-Attention for Dynamic Malware Analysis. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Matous Kozák, Luca Demetrio, Dmitrijs Trizna, Fabio Roli
Updating Windows Malware Detectors: Balancing Robustness and Regression against Adversarial EXEmples. CoRR (2024)
Andrea Ponte, Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Ivan Tesfai Ogbu, Fabio Roli
SLIFER: Investigating Performance and Robustness of Malware Detection Pipelines. CoRR (2024)
Dmitrijs Trizna, Luca Demetrio, Battista Biggio, Fabio Roli
Nebula: Self-Attention for Dynamic Malware Analysis. CoRR (2023)
Dmitrijs Trizna
Quo Vadis: Hybrid Machine Learning Meta-Model Based on Contextual and Behavioral Malware Representations. AISec@CCS (2022)
Dmitrijs Trizna
Quo Vadis: Hybrid Machine Learning Meta-Model based on Contextual and Behavioral Malware Representations. CoRR (2022)
Dmitrijs Trizna
Shell Language Processing: Unix command parsing for Machine Learning. CoRR (2021)