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Home/Authors/Michael Wienczkowski

Michael Wienczkowski

1 indexed paper

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26

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Software Eng.×1Crypto×1Prog. Lang.×1

Research Timeline

2026
Adaptive and AI-Augmented Security Testing: A Systematic Survey of Program Analysis, Feedback-Driven Testing, and Hybrid Learning-Based Approaches

This paper systematically surveys adaptive and AI-augmented security testing, concluding that a major gap exists—structural-adaptive fragmentation—where current systems fail to integrate structural program representations with feedback-driven testing mechanisms.

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Papers

cs.SEcs.CRcs.PLRecentApr 29, 2026

Adaptive and AI-Augmented Security Testing: A Systematic Survey of Program Analysis, Feedback-Driven Testing, and Hybrid Learning-Based Approaches

Michael Wienczkowski

This paper systematically surveys adaptive and AI-augmented security testing, concluding that a major gap exists—structural-adaptive fragmentation—where current systems fail to integrate structural pr…

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