ArXiv TLDR

Martin Jureček

3 papers · Latest:

Cryptography & Security

Adversarial Malware Generation in Linux ELF Binaries via Semantic-Preserving Transformations

A new adversarial malware generator for Linux ELF binaries achieves 67.74% evasion against MalConv using semantic-preserving transformations.

2604.22639
Cryptography & Security

Detecting Concept Drift in Evolving Malware Families Using Rule-Based Classifier Representations

This paper detects concept drift in evolving malware families by comparing rule-based classifier representations across temporal windows.

2604.22629
Cryptography & Security

Adversarial Co-Evolution of Malware and Detection Models: A Bilevel Optimization Perspective

This paper proposes a bilevel optimization framework for robust malware detection against adaptive adversarial attacks, achieving near-total immunity.

2604.22569

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