2 papers
cs.AI2026
Vulnerability of Natural Language Classifiers to Evolutionary Generated Adversarial Text
Manjinder Singh, Alexander E. I. Brownlee, Mohamed Elawady
Deep learning models have achieved impressive performance across various fields but remain vulnerable to adversarial inputs, particularly in NLP, where such attacks can have signif…
cs.NE2024
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
Ryan Zhou, Jaume Bacardit, Alexander Brownlee +7
Artificial intelligence methods are being increasingly applied across various domains, but their often opaque nature has raised concerns about accountability and trust. In response…