MalEval Android Malware Evaluation Framework

This repository contains the source code of MalEval, an evaluation framework for Android malware behavior auditing, focusing on explaining and substantiating malicious behaviors. The framework provides expert-verified reports, curated metadata, and model outputs to enable reproducible evaluation ...

Beyond Classification: Evaluating LLMs for Fine-Grained Automatic Malware Behavior Auditing

Automated malware classification has achieved strong detection performance. Yet, malware behavior auditing seeks causal and verifiable explanations of malicious activities -- essential not only to reveal what malware does but also to substantiate such claims with evidence. This task is challengin...

CloudPets Notifies California AG of Data Breach

Spiral Toys, the parent company behind CloudPets, yesterday sent the California Attorney General a breach notification that on many fronts contradicts what experts have said about a database breach that exposed user data and private voice messages, many of which were made by children. The...