Sep 2026· Journal of computing and security· 0 citations· 25 references
Advanced Malware Detection Techniques
Abstract
Code obfuscation is a fundamental technique for software protection and intellectual property defense, yet its effectiveness has been increasingly undermined by advances in symbolic execution and automated deobfuscation. Existing countermeasures based on path explosion, path divergence, or complex constraints suffer from high overhead, environment dependence, or vulnerability to algebraic simplification. To address these limitations, this article proposes a novel anti-symbolic execution obfuscation scheme built upon formally proven mixed Boolean-arithmetic (MBA) permutations on
BA
[
n
]
. By combining polynomial, xor-shift, and cyclic-shift permutations, we construct non-linear MBA expressions that generate highly intricate constraints while preserving semantic equivalence and low runtime cost. A comprehensive evaluation under the automated Man-At-The-End attack model demonstrates that the proposed scheme (i) exponentially scales analysis complexity, consistently exceeding a 24-hour timeout against both isolated state-of-the-art Satisfiability Modulo Theories solvers and Dynamic Symbolic Execution frameworks (e.g., KLEE), (ii) achieves substantial runtime efficiency gains ranging from about
57
×
(vs. MD5) and
66
×
(vs. SHA1/SHA256) to over
2.2
×
10
4
(vs. CKKS), and (iii) attains 0% simplification on parseable instances while causing parser failures for full sequential expressions in the tested SiMBA/GAMBA versions. These results confirm that permutation-based MBA obfuscation offers a practical, composite, and resilient defense against symbolic execution, balancing strong protection with lightweight performance overhead. We further validated the scheme on coreutils, increasing symbolic-execution difficulty with only 0.40% binary-size overhead and no observable runtime penalty.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.
O. Salo, P. Abrahamsson· IET Software· 238 citations· ⚡9
Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· Journal of Systems and Softw...· 236 citations· ⚡13
The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.
P. Abrahamsson, Antti Hanhineva, H. Hulkko et al.· Conference on Object-Oriente...· 225 citations· ⚡18
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