53 citations · 85 across the 12 of their papers we have counts for
3 papers · 1 filter
Automatically Tailoring Static Analysis to Custom Usage Scenarios
Muhammad Numair Mansur, Benjamin Mariano, Maria Christakis +2
In recent years, there has been significant progress in the development and industrial adoption of static analyzers. Such analyzers typically provide a large, if not huge, number o…
Detecting Critical Bugs in SMT Solvers Using Blackbox Mutational Fuzzing
Muhammad Numair Mansur, Maria Christakis, Valentin Wüstholz +1
Formal methods use SMT solvers extensively for deciding formula satisfiability, for instance, in software verification, systematic test generation, and program synthesis. However,…
RAID: Randomized Adversarial-Input Detection for Neural Networks
Hasan Ferit Eniser, Maria Christakis, Valentin Wüstholz
In recent years, neural networks have become the default choice for image classification and many other learning tasks, even though they are vulnerable to so-called adversarial att…