Matous Kozák

According to our database, Matous Kozák authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

When Developer Aid Becomes Security Debt: A Systematic Analysis of Insecure Behaviors in LLM Coding Agents.

Matous Kozák, Roshanak Zilouchian Moghaddam, Siva Sivaraman

CoRR, July, 2025

Effectiveness of Adversarial Benign and Malware Examples in Evasion and Poisoning Attacks.

Matous Kozák, Martin Jurecek

CoRR, January, 2025

Updating Windows malware detectors: Balancing robustness and regression against adversarial EXEmples.

Matous Kozák, Luca Demetrio, Dmitrijs Trizna, Fabio Roli

Comput. Secur., 2025

2024

A comparison of adversarial malware generators.

Pavla Louthánová, Matous Kozák, Martin Jurecek, Mark Stamp, Fabio Di Troia

J. Comput. Virol. Hacking Tech., November, 2024

Creating valid adversarial examples of malware.

Matous Kozák, Martin Jurecek, Mark Stamp, Fabio Di Troia

J. Comput. Virol. Hacking Tech., November, 2024

2023

A Comparison of Adversarial Learning Techniques for Malware Detection.

Pavla Louthánová, Matous Kozák, Martin Jurecek, Mark Stamp

CoRR, 2023

Combining Generators of Adversarial Malware Examples to Increase Evasion Rate.

Matous Kozák, Martin Jurecek

Proceedings of the 20th International Conference on Security and Cryptography, 2023

2021

Representation of PE Files using LSTM Networks.

Martin Jurecek, Matous Kozák

Proceedings of the 7th International Conference on Information Systems Security and Privacy, 2021