Search Results - long+kim+dang

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Activation Functions and Data Distributions in Machine Learning Robustness
Advantages Protects AI systems against multiple attack types in any deployment environment. Trains secure models across devices without ever sharing sensitive user data. Delivers accurate models even when distributed data is uneven or inconsistent. Identifies the optimal model configuration for maximum security and performance. Summary As machine...
Published: 5/11/2026   |   Updated: 4/8/2026   |   Inventor(s): Long Kim Dang, Hapuarachchige Thushari Hapuarachchi, Kaiqi Xiong
Keywords(s): Artificial Intelligence, Data Security, Machine Learning
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI
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: 5/11/2026   |   Updated: 4/17/2025   |   Inventor(s): Kaiqi Xiong, Long Kim Dang, Hapuarachchige Thushari Hapuarachchi
Keywords(s):  
Category(s): Technology Classifications > Data/AI > Cybersecurity - Data/AI