Dr Héctor Menendez Academics Lecturer in Computer Science (Programming and Software Engineering) Research subject areas Computer science Contact details hector.menendez@kcl.ac.uk
Improving explanations for medical X-ray diagnosis combining variational autoencoders and adversarial machine learning Stay Stress-Free with Complete Confidence: Trustworthiness of Autonomous Stress Detection Systems for Smart Devices MACAIF: Machine Learning Auditing for Clinical AI Fairness GreenMalloc: Allocator Optimisation for Industrial Workloads (poster) GreenMalloc: Allocator Optimisation for Industrial Workloads (arXiv version) GA4GC: Greener Agent for Greener Code via Multi-Objective Configuration Optimization (arXiv version) HotCat: Green and Effective Feature Selection for HotFix Bug Taxonomy GA4GC: Greener Agent for Greener Code via Multi-Objective GreenMalloc: Allocator Optimisation for Industrial Workloads On Testing Ethical Autonomous Decision-Making Responsible MLOps Design Methodology for an Auditing System for AI-based Clinical Decision Support Systems. Search+LLM-based Testing for ARM Simulators Summary of ObfSec: Measuring the security of obfuscations from a testing perspective. Automatic Summarization Evaluation: Methods and Practices Getting Ahead of the Arms Race: Hothousing the Coevolution of VirusTotal with a Packer Enhancing Search-Based Testing with LLMs for Finding Bugs in System Simulators StableYolo: Optimizing Image Generation for Large Language Models SearchGEM5: Towards Reliable gem5 with Search Based Software Testing and Large Language Models June: A Type Testability Transformation for Improved ATG Performance Smartphones and Wristbands Detect Stress as Good as Intrusive Physiological Devices Detecting and Predicting Smart Car Collisions in Hybrid Environments from Sensor Data Dynamic Output State Classification for Quantum Computers Diversifying Focused Testing for Unit Testing Designing large quantum key distribution networks via medoid-based algorithms Hashing Fuzzing: Introducing Input Diversity to Improve Crash Detection Measuring Machine Learning Robustness in front of Static and Dynamic Adversaries Ant colony optimization for software engineers ObfSec: Measuring the security of obfuscations from a testing perspective Virtual Corporate Social Responsibility Dialog: Seeking a Gap Between Proposed Concepts and Actual Practices View all publications
4 May 2023 King's scientists explore the effects of AI on human life Bringing the Human to the Artificial presents cutting-edge AI research at King’s.