Data Augmentation Method

MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning

Authors: Jiliang Li, Yifan Zhang, Yu Huang, Kevin Leach | Published: 2024-09-20 | Updated: 2025-04-17
Data Augmentation Method
Poisoning
Malware Detection with Limited Samples

CNN-generated images are surprisingly easy to spot… for now

Authors: Sheng-Yu Wang, Oliver Wang, Richard Zhang, Andrew Owens, Alexei A. Efros | Published: 2019-12-23 | Updated: 2020-04-04
Data Augmentation Method
Detection of Deepfakes
Image Generation Technology

Exposing DeepFake Videos By Detecting Face Warping Artifacts

Authors: Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2019-05-22
Data Augmentation Method
Detection of Deepfakes
Deep Learning Technology