Trupti Bavalatti

No Wild West for AI: A tour of the safety components that tame T2I models Trupti Bavalatti · Follow Published in Towards Data Science · 12 min read · 11 hours ago — Understanding Text-to-Image AI Model Capabilities and Risks Text-to-Image models (T2I) are AI systems that generate images based on text prompt descriptions. Latent Diffusion Models (LDM) are emerging as one of the most popular architectures for image generation. LDMs first compress images into

Unveiling hidden patterns: grouping malicious behavior Trupti Bavalatti · Follow Published in Towards Data Science · 14 min read · 9 hours ago — Clustering is a powerful technique within unsupervised machine learning that groups a given data based on their inherent similarities. Unlike supervised learning methods, such as classification, which rely on pre-labeled data to guide the learning process, clustering operates on unlabeled data. This means there are no predefined categories or labels and