… will systematically review these techniques and their corresponding representative fuzzing
… researchers with a systematic and deeper understanding of fuzzing techniques and provide …

… fuzzing techniques. This paper presents a comprehensive review of current research on
fuzzing… Firstly, an overview of the basic process and classification of fuzzing is provided to offer …

… in fuzzing. Firstly, this paper discusses the reasons why machine learning techniques can
be used for fuzzing … Then this paper systematically studies machine learning-based fuzzing …

… In this paper, we conduct a systematic review of the academic literature for ML-based
fuzzing. We structure our review around four key types of machine learning: traditional Machine …

… In this article, we systematically review and analyze the gaps as well as their solutions, …
In this article, we systematically review and analyze the gaps and solutions of fuzzing, …

… systematic review in the area of fuzzing approaches for embedded systems, which we term
“embedded fuzzing… The review rests on a formal definition we develop to represent the realm …

… will review research advances of network protocol fuzzing … This paper reviews and summarizes
network protocol fuzzing … and classification of network protocol fuzzing techniques. Then, …

… In this paper, we present an overview of fuzzing that … are studying fuzzing techniques
and further developing fuzzing … 2) There is no systematic review of fuzzing in the past few …

… of fuzzing, ie, coverage-based fuzzing. Then we present other techniques that could make
fuzzing … Finally, we show some applications of fuzzing, and discuss new trends of fuzzing and …

… of fuzzers and contemporary fuzzers with a profound observation that addresses various
research questions and systematically reviews … on fuzzing techniques to demystify the fuzzing …