Yubo Kong
Biographic Data
| ID | 10054348 |
|---|---|
| NAME | Yubo Kong |
| GIVEN NAMES | Yubo |
| FAMILY NAME | Kong |
| SIGNATURE | KONG Y |
| AFFILIATIONS | Ministry of Education of the People's Republic of China |
| ORCID | 0000-0002-7098-010X |
| VERIFIED | Yes |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 2 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
A Privacy-Aware and Incremental Defense Method Against GAN-Based Poisoning Attack
Federated learning is usually utilized as a fraud detection framework in the domain of financial risk management, which promotes the model accuracy without training data exchange. One of the challenges in federated learning is the GAN-based poisoning attack. The GAN-based poisoning attack is a type of intractable poisoning attack that causes global model accuracy degradation and privacy leak. Most of the existing defenses for GAN-based poisoning …
Vlog: Vehicle Identity Verification Based on Local and Global Behavior Analysis
Internet of Vehicles (IoV) improves traffic safety and efficiency by wireless communications among vehicles and infrastructures. To ensure secure communications in IoV, the problem of vehicle identity security must be solved before deployment. In this article, we propose a quick-response behavior-based vehicle identity verification method, called VLOG, for solving identity theft in IoV. This method is based on the idea of a vehicle usually having…
No prominent works on this page.
A Privacy-Aware and Incremental Defense Method Against GAN-Based Poisoning Attack
Federated learning is usually utilized as a fraud detection framework in the domain of financial risk management, which promotes the model accuracy without training data exchange. One of the challenges in federated learning is the GAN-based poisoning attack. The GAN-based poisoning attack is a type of intractable poisoning attack that causes global model accuracy degradation and privacy leak. Most of the existing defenses for GAN-based poisoning …
Vlog: Vehicle Identity Verification Based on Local and Global Behavior Analysis
Internet of Vehicles (IoV) improves traffic safety and efficiency by wireless communications among vehicles and infrastructures. To ensure secure communications in IoV, the problem of vehicle identity security must be solved before deployment. In this article, we propose a quick-response behavior-based vehicle identity verification method, called VLOG, for solving identity theft in IoV. This method is based on the idea of a vehicle usually having…
Computer Science (2 works) · Computer security (2 works) · Advanced Neural Network Applications (1 works) · Advanced Text Analysis Techniques (1 works) · Adversarial Robustness in Machine Learning (1 works) · Autonomous Vehicle Technology and Safety (1 works) · Behavioral analysis (1 works) · Big Data Technologies and Applications (1 works) · Cognitive science (1 works) · Physics (1 works)