Sayanton V. Dibbo
- Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models
2022/01/23 by Shagufta Mehnaz, Mehnaz, Shagufta, Sayanton V. Dibbo +7 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures
2024/03/21 by Sayanton V. Dibbo, Dibbo, Sayanton V., Adam Breuer +5 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptographic Implementations and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition
2023/08/23 by Sayanton V. Dibbo, Dibbo, Sayanton V., Juston Moore +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering