A recent study found that over 90% of participants could not reliably distinguish between real and AI-generated videos. The findings highlight the impressive advancements in AI video generation, particularly with the Gen-4.5 model, and raise concerns about the implications for video authenticity and trust.

This repository contains the official code for the paper "Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs," which addresses the detection of unlearning traces in large language models (LLMs). The repository is actively being updated and provides various documentation files related to data, installation, and responses. Researchers are encouraged to cite the work if they find it beneficial.

SpyCloud research reveals that traditional endpoint detection and antivirus solutions fail to identify approximately two-thirds (66%) of malware infections. This significant shortcoming raises concerns about the effectiveness of current cybersecurity measures in protecting against sophisticated threats. The findings suggest a need for enhanced detection technologies to better combat malware risks.