Interests
- Search-based software engineering
- Test Case Generation and Fuzzing
- Testing for AI
- Predictive Software Engineering
- Cyber-physical systems
- Blockchain Testing
Latest
- Multi-objective differential evolution in the generation of adversarial examples
- Danger is My Middle Lane: Simulations from Real-World Dangerous Roads
- Higher Fault Detection Through Novel Density Estimators in Unit Test Generation
- Evolutionary Generative Fuzzing for Differential Testing of the Kotlin Compiler
- Syntest-JavaScript: Automated Unit-Level Test Case Generation for JavaScript
- The Slow and The Furious? Performance Antipattern Detection in Cyber-Physical Systems
- Breaking the Silence: the Threats of Using LLMs in Software Engineering
- Multi-objective Black-Box Test Case Prioritization Based on Wordnet Distances
- A Fast Multi-objective Evolutionary Approach for Designing Large-Scale Optical Mode Sorter
- Searching for Quality: Genetic Algorithms and Metamorphic Testing for Software Engineering ML
- Evolutionary Approach for Concurrency Testing of Ripple Blockchain Consensus Algorithm
- HasBugs - Handpicked Haskell Bugs
- Grammar-Based Evolutionary Fuzzing for JSON-RPC APIs
- On the Strengths of Pure Evolutionary Algorithms in Generating Adversarial Examples
- JUGE: An Infrastructure for Benchmarking Java Unit Test Generators
- Continuous Integration and Delivery practices for Cyber- Physical systems: An interview-based study
- Generating Class-Level Integration Tests Using Call Site Information
- Guess What: Test Case Generation for Javascript with Unsupervised Probabilistic Type Inference
- Test Smells 20 Years Later: Detectability, Validity, and Reliability
- Guiding Automated Test Case Generation for Transaction-Reverting Statements in Smart Contracts
- Single and Multi-objective Test Cases Prioritization for Self-driving Cars in Virtual Environments
- An Improved Pareto Front Modeling Algorithm for Large-scale Many-Objective Optimization
- SynTest-Solidity: Automated Test Case Generation and Fuzzing for Smart Contracts
- Large scale inverse design of planar on-chip mode sorter
- PropR: Property-Based Automatic Program Repair
- Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations
- Improving Test Case Generation for REST APIs Through Hierarchical Clustering
- Hybrid Multi-level Crossover for Unit Test Case Generation
- Multi-objective Test Case Selection Through Linkage Learning-driven Crossover
- Log-based Slicing for System-level Test Cases
- What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection
- Search-Based Software Re-Modularization: A Case Study at Adyen
- How to Kill Them All: An Exploratory Study on the Impact of Code Observability on Mutation Testing
- Serverless Testing: Tool Vendors' and Experts' Point of View
- A Systematic Comparison of Search-Based Approaches for LDA Hyperparameter Tuning
- Revisiting Test Smells in Automatically Generated Tests: Limitations, Pitfalls, and Opportunities
- DeepTC-Enhancer: Improving the Readability of Automatically Generated Tests
- Generating Highly-structured Input Data by Combining Search-based Testing and Grammar-based Fuzzing
- Botsing, a Search-based Crash Reproduction Framework for Java
- Crash Reproduction Using Helper Objectives
- Automated Repair of Feature Interaction Failures in Automated Driving Systems
- LogChunks: A Data Set for Build Log Analysis
- Testing with Fewer Resources: An Adaptive Approach to Performance-Aware Test Case Generation
- JCOMIX: A Search-Based Tool to Detect XML Injection Vulnerabilities in Web Applications
- Effective and Efficient API Misuse Detection via Exception Propagation and Search-based Testing
- A Systematic Comparison of Search Algorithms for Topic Modelling - A Study on Duplicate Bug Report Identification
- An Adaptive Evolutionary Algorithm based on Non-Euclidean Geometry for Many-objective Optimization
- EvoSuite at the SBST 2019 Tool Competition
- Beyond Unit-Testing in Search-based Test Case Generation: Challenges and Opportunities
- Search-based Multi-Vulnerability Testing of XML Injections in Web Applications
- AI for Fintech Research
- A Test Case Prioritization Genetic Algorithm guided by the Hypervolume Indicator
- A Large Scale Empirical Comparison of State-of-the-art Search-based Test Case Generators
- Search-Based Crash Reproduction and Its Impact on Debugging
- Incremental Control Dependency Frontier Exploration for Many-Criteria Test Case Generation
- Single-objective versus Multi-Objectivized Optimization for Evolutionary Crash Reproduction
- A Search-based Approach for Accurate Identification of Log Message Formats
- Search-Based Test Data Generation for SQL Queries
- An Investigation of Compression Techniques to Speed up Mutation Testing
- Java Unit Testing Tool Competition - Sixth Round
- The Scent of a Smell: An Extensive Comparison between Textual and Structural Smells
- Developer Testing in The IDE: Patterns, Beliefs, And Behavior
- Automated Test Case Generation as a Many-Objective Optimisation Problem with Dynamic Selection of the Targets
- Automatic Generation of Tests to Exploit XML Injection Vulnerabilities in Web Applications
- A Machine Learning- Driven Evolutionary Approach for Testing Web Application Firewalls
- DevOps for Complex Cyber-physical Systems (COSMOS)
- SynTest
- University Blockchain Research Initiative