Search Results - kaiqi+xiong

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Improving Facial Recognition Systems Against Unlearnable Data
Advantages: Dramatically reduces the impact of unlearnable noise using smart data transformations Recovers facial recognition accuracy from nearly 0% to over 85% Designed for large facial datasets with limited number of images per person Summary: Some facial datasets are made "unlearnable" by adding small, hidden changes that stop...
Published: 4/17/2025   |   Inventor(s): Kaiqi Xiong, Long Kim Dang, Hapuarachchige Thushari Hapuarachchi
Keywords(s):  
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI
SYN Flood Attack Detection and Mitigation for Software-Defined Networks
Competitive Advantages • Dynamic and self-adjusting detection threshold • Better mitigation and response time • High accuracy and efficiency Summary USF inventors have developed a mechanism in which they first examine the impact of the SYN saturation against the data—to—control layer and then follow a novel approach...
Published: 7/18/2023   |   Inventor(s): Mohamed Rahouti, Kaiqi Xiong
Keywords(s): Computers Software and Information Technology, Environmental Sciences, Water Resources
Category(s): Technology Classifications > Computer Science, Technology Classifications > Computer Science > C/S Cybersecurity
LatencySmasher: A Software-Defined Networking-Based Framework for End-to-End Latency Optimization
Competitive Advantages Quality of Service-aware framework prioritizes delay sensitive applications Fast & adaptive optimal end-to-end path computation Reduces control overhead Computationally efficient Summary USF inventors have designed a mechanism that leverages both the global control and centralized view of the SDN to...
Published: 7/18/2023   |   Inventor(s): Kaiqi Xiong, Yufend Xin, Nasir Ghani, Mohamed Rahouti
Keywords(s): Computer Science, Computers Software and Information Technology
Category(s): Technology Classifications > Computer Science, Technology Classifications > Software