Microsoft

Updating the taxonomy of failure modes in agentic AI systems: What a year of red teaming taught us

A surge in real-world attacks against agentic AI systems is reshaping how we think about risk. Based on 12 months of red ...
IEEE

Dynamic Multi-Level Competition Learning-Based Dual-Task Optimization for High-Dimensional Feature Selection

Abstract: Feature selection (FS) is a critical task in data science and machine learning, presenting significant challenges in high-dimensional settings due to the complexity and noise inherent in ...
IEEE

Multi-Level Contrastive Learning for Multimodal Sentiment Analysis

Abstract: Multimodal sentiment analysis has garnered increasing attention. The bulk of existing work in multimodal sentiment analysis primarily focuses on designing various networks to align and ...
TheServerSide

How to apply the Liskov substitution principle in Java

Twenty-three years ago, in his Design Principles and Design Patterns article, Robert "Uncle Bob" Martin boiled down the Liskov substitution principle to the idea that "derived classes should be ...
MoneyWeek

What is a trust – and should you use it to avoid inheritance tax?

Government plans to make inheritance tax due on pensions, plus other changes to IHT rules, have seen a leap in people enquiring about the use of trusts to protect their wealth. So what are trusts, and ...