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SoK

Explainable Machine Learning for Computer Security Applications

Explainable Artificial Intelligence (XAI) aims to improve the transparency of machine learning (ML) pipelines. We systematize the increasingly growing (but fragmented) microcosm of studies that develop and utilize XAI methods for defensive and offensive cybersecurity tasks. We id ...

Contributed

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Looping Structures in Symbolic Execution

Covering hard to reach code which requires many iterations through loops

Software is everywhere, and going back to a life without software is unimaginable. Unfortunately, software does not always behave as expected, even though during the development cycle, software is usually tested to verify its correctness. To aid in testing, methods such as fuzzin ...