activity
20172021
most citedRAID: Randomized Adversarial-Input Detection for Neural Networks

13 citations · 16 across the 5 of their papers we have counts for

collaborators

13 papers

cs.SE20211 cited

Compositional Verification of Smart Contracts Through Communication Abstraction (Extended)

Scott Wesley, Maria Christakis, Jorge A. Navas +3

Solidity smart contracts are programs that manage up to 2^160 users on a blockchain. Verifying a smart contract relative to all users is intractable due to state explosion. Existin…

cs.SE20201 cited

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…

cs.CY2020

Synthesizing Tasks for Block-based Programming

Umair Z. Ahmed, Maria Christakis, Aleksandr Efremov +4

Block-based visual programming environments play a critical role in introducing computing concepts to K-12 students. One of the key pedagogical challenges in these environments is…

cs.SE2020

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,…

cs.LG202013 cited

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…

cs.PL2019

Perfectly Parallel Fairness Certification of Neural Networks

Caterina Urban, Maria Christakis, Valentin Wüstholz +1

Recently, there is growing concern that machine-learning models, which currently assist or even automate decision making, reproduce, and in the worst case reinforce, bias of the tr…