Dawei Zhou

Fault Template Attack Based on Fault Probability

2023 · IEEE Access

Template attack uses leaked information from various side channels and may break out the countermeasures embedded in the algorithm, which is considered a powerful side-channel attack method. However, the current template attack has the problems …

A Knowledge-guided Adversarial Defense for Resisting Malicious Visual Manipulation

2025 · arXiv (Cornell University)

Malicious applications of visual manipulation have raised serious threats to the security and reputation of users in many fields. To alleviate these issues, adversarial noise-based defenses have been enthusiastically studied in recent years. However, ``data-only" …

Few-Shot Knowledge Graph Completion via Transfer Knowledge from Similar Tasks

2025

Knowledge graphs (KGs) are essential in many AI applications but often suffer from incompleteness, limiting their utility. Many relations in KGs have only a few examples, making it challenging to train accurate models. Few-shot learning …