by | Jan 8, 2024 | Uncategorized
In Large Language Models (LLMs), models like ChatGPT represent a significant shift towards more cost-efficient training and deployment methods, evolving considerably from traditional statistical language models to sophisticated neural network-based models. This...
by | Jan 8, 2024 | Uncategorized
The increasing reliance on cloud-hosted large language models for inference services has raised privacy concerns, especially when handling sensitive data. Secure Multi-Party Computing (SMPC) has emerged as a solution for preserving the privacy of both inference data...
by | Jan 8, 2024 | Uncategorized
Language models are playing the most crucial role in natural language processing, and their development and optimization are essential for achieving accurate and effective outcomes. The trend has gravitated towards creating voluminous and intricate models to enhance...
by | Jan 7, 2024 | Uncategorized
Adversarial attacks in image classification, a critical issue in AI security, involve subtle changes to images that mislead AI models into incorrect classifications. The research delves into the intricacies of these attacks, particularly focusing on multi-attacks,...
by | Jan 7, 2024 | Uncategorized
The emergence of AI hallucinations has become a noteworthy aspect of the recent surge in Artificial Intelligence development, particularly in generative AI. Large language models, such as ChatGPT and Google Bard, have demonstrated the capacity to generate false...
by | Jan 7, 2024 | Uncategorized
Recent advancements in text-to-image generation driven by diffusion models have sparked interest in text-guided 3D generation, aiming to automate 3D asset creation for virtual reality, movies, and gaming. However, challenges arise in 3D synthesis due to scarce...