I am interested in collaborations, research opportunities, and technical discussions involving Artificial Intelligence, Security & Privacy, and Healthcare Applications.
My research interests include Adversarial Machine Learning, AI Security, Blockchain Networks and Security, Privacy by Design, Differential Privacy, Federated Learning, and Prompt Injection. I also work with Machine Learning, Deep Learning, Image Processing and Classification, Transformers, Continual Learning, Multimodal Models, and Democratizing AI.
I am particularly interested in AI applications for healthcare, including chest cancer identification, Alzheimer detection, skin lesion classification, healthcare security, and medical imaging classification.
Feel free to contact me regarding research collaborations or technical projects.
📧 Email: erjulioaguiar@usp.br
📍 Location: São Carlos, SP, Brazil