Tony Quertier

Towards an in-depth detection of malware using distributed QCNN

2023 · arXiv (Cornell University)

Malware detection is an important topic of current cybersecurity, and Machine Learning appears to be one of the main considered solutions even if certain problems to generalize to new malware remain. In the aim of …

Benchmarking data encoding methods in Quantum Machine Learning

2025 · arXiv (Cornell University)

Data encoding plays a fundamental and distinctive role in Quantum Machine Learning (QML). While classical approaches process data directly as vectors, QML may require transforming classical data into quantum states through encoding circuits, known as …