2 papers
cs.CV2025
Disruptive Attacks on Face Swapping via Low-Frequency Perceptual Perturbations
Mengxiao Huang, Minglei Shu, Shuwang Zhou +1
Deepfake technology, driven by Generative Adversarial Networks (GANs), poses significant risks to privacy and societal security. Existing detection methods are predominantly passiv…
cs.LG2022
Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation
Liang Li, Chenpei Huang, Dian Shi +4
Federated learning (FL) enables mobile devices to collaboratively learn a shared prediction model while keeping data locally. However, there are two major research challenges to pr…