CyberMaskQA: A Privacy-Aware Benchmark for Evaluating Large Language Models in Cybersecurity Question Answering

Large language models LLMs are increasingly applied to cybersecurity question answering QA for critical tasks such as incident response and vulnerability analysis. However, real-world operational contexts, including system logs and network configurations, inherently contain sensitive identifiers,...

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection

Ransomware detection systems increasingly rely on behavior-based machine learning to address evolving attack strategies. However, emerging privacy compliance, data governance, and responsible AI deployment demand not only accurate detection but also the ability to efficiently remove the influence...

Passera - Tool to generate strong unique passwords for each website

A simple tool that allows users to have strong unique passwords for each website, without the need to store them either locally or with an online service. It is available as a command-line tool for Linux/Mac/Windows and an Android app. Passera turns any entered text into a strong password up to 6...

Toward Privacy-Aware OpenSocial Applications

Kun Liu from IBM Research discusses the potential for developing privacy-aware social networking applications through the measurement and monitoring of privacy risks...