activity
20172026
most citedSupporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning

35 citations · 129 across the 28 of their papers we have counts for

collaborators
Showing 2024Show all

5 papers · 1 filter

cs.SE2024

Field-based Security Testing of SDN configuration Updates

Jahanzaib Malik, Fabrizio Pastore

Software-defined systems revolutionized the management of hardware devices but introduced quality assurance challenges that remain to be tackled. For example, software defined netw…

cs.SE2024

MOTIF: A tool for Mutation Testing with Fuzzing

Jaekwon Lee, Enrico Viganò, Fabrizio Pastore +1

Mutation testing consists of generating test cases that detect faults injected into software (generating mutants) which its original test suite could not. By running such an augmen…

cs.SE2024

Search-based DNN Testing and Retraining with GAN-enhanced Simulations

Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel Briand

In safety-critical systems (e.g., autonomous vehicles and robots), Deep Neural Networks (DNNs) are becoming a key component for computer vision tasks, particularly semantic segment…

cs.CR2024★ 1 cited

AIM: Automated Input Set Minimization for Metamorphic Security Testing

Nazanin Bayati Chaleshtari, Yoann Marquer, Fabrizio Pastore +1

Although the security testing of Web systems can be automated by generating crafted inputs, solutions to automate the test oracle, i.e., vulnerability detection, remain difficult t…

cs.SE2024★ 1 cited

Towards Generating Executable Metamorphic Relations Using Large Language Models

Seung Yeob Shin, Fabrizio Pastore, Domenico Bianculli +1

Metamorphic testing (MT) has proven to be a successful solution to automating testing and addressing the oracle problem. However, it entails manually deriving metamorphic relations…