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cs.LG2025
Keep Calm and Avoid Harmful Content: Concept Alignment and Latent Manipulation Towards Safer Answers
Ruben Belo, Marta Guimaraes, Claudia Soares
Large Language Models are susceptible to jailbreak attacks that bypass built-in safety guardrails (e.g., by tricking the model with adversarial prompts). We propose Concept Alignme…
cs.LG2021
Decision Support Models for Predicting and Explaining Airport Passenger Connectivity from Data
Marta Guimaraes, Claudia Soares, Rodrigo Ventura
Predicting if passengers in a connecting flight will lose their connection is paramount for airline profitability. We present novel machine learning-based decision support models f…