1.3k citations · 2.8k across the 15 of their papers we have counts for
4 papers · 1 filter
Deep Learning for Deepfakes Creation and Detection: A Survey
Thanh Thi Nguyen, Quoc Viet Hung Nguyen, Dung Tien Nguyen +6
Deep learning has been successfully applied to solve various complex problems ranging from big data analytics to computer vision and human-level control. Deep learning advances how…
Deep Reinforcement Learning for Cyber Security
Thanh Thi Nguyen, Vijay Janapa Reddi
The scale of Internet-connected systems has increased considerably, and these systems are being exposed to cyber attacks more than ever. The complexity and dynamics of cyber attack…
Manipulating Soft Tissues by Deep Reinforcement Learning for Autonomous Robotic Surgery
Ngoc Duy Nguyen, Thanh Nguyen, Saeid Nahavandi +2
In robotic surgery, pattern cutting through a deformable material is a challenging research field. The cutting procedure requires a robot to concurrently manipulate a scissor and a…
A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting
Thanh Thi Nguyen, Ngoc Duy Nguyen, Fernando Bello +1
Surgeons normally need surgical scissors and tissue grippers to cut through a deformable surgical tissue. The cutting accuracy depends on the skills to manipulate these two tools.…