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Auflistung nach Autor:in "Gorla, Alessandra"

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  • Konferenzbeitrag
    AppMining
    (Software Engineering 2017, 2017) Avdiienko, Vitalii; Kuznetsov, Konstantin; Gorla, Alessandra; Zeller, Andreas; Arzt, 
Steven; Rasthofer, Siegfried; Bodden, Eric
    A fundamental question of security analysis is: When is a behavior normal, and when is it not? We present techniques that extract behavior patterns from thousands of apps—patters that represent normal behavior, such as “A travel app normally does not access stored text messages”. Combining data flow analysis with app descriptions and GUI data from both apps and their stores allows for massive machine learning, which then also allows to detect yet unknown malware by classifying it as abnormal.
  • Konferenzbeitrag
    Intrinsic software redundancy for self-healing software systems, automated oracle generation
    (Software-engineering and management 2015, 2015) Carzaniga, Antonio; Goffi, Alberto; Gorla, Alessandra; Mattavelli, Andrea; Perino, Nicolò; Pezzè, Mauro; Tonella, Paolo
    Software systems are intrinsically redundant. We identify the sources of intrinsic software redundancy in good design practices, and suggest how to exploit intrinsic software redundancy to augment software systems with self-healing capabilities and to automatically generate test oracles.