Nguyen, Khoa
- GuardML: Efficient Privacy-Preserving Machine Learning Services Through Hybrid Homomorphic Encryption
2024/01/26 by Eugene Frimpong, Frimpong, Eugene, Khoa Nguyen +7 · 6 citations
Computer Science · #Advanced Data Storage Technologies #Coding theory and cryptography #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning
2023/01/20 by Tanveer Khan, Khoa Nguyen, Khan, Tanveer +3 · 4 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Internet Traffic Analysis and Secure E-voting
- Some Arithmetic Dynamics of Diagonally Split Polynomial Maps
2013/04/10 by Nguyen, Khoa · 1 citation
#37P15. Secondary: 14G40 #Dynamical Systems (math.DS) #FOS: Mathematics #Number Theory (math.NT) #Primary: 11G50
- A case of the Dynamical Andre-Oort Conjecture
2014/04/24 by Ghioca, Dragos, Krieger, Holly, Nguyen, Khoa · 1 citation
#Complex Variables (math.CV) #Dynamical Systems (math.DS) #FOS: Mathematics #Number Theory (math.NT)
- Multiphoton-Excited Fluorescence of Silicon-Vacancy Color Centers in\n Diamond
2017/04/05 by James Higbie, Higbie, James M., John D. Perreault +17 · 1 citation
Engineering · Materials Science · #Advanced Surface Polishing Techniques #Diamond and Carbon-based Materials Research #FOS: Physical sciences #Laser Material Processing Techniques #Optics (physics.optics)
- Love or Hate? Share or Split? Privacy-Preserving Training Using Split Learning and Homomorphic Encryption
2023/09/19 by Khan, Tanveer, Nguyen, Khoa, Michalas, Antonis +1 · 3 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Accountable Tracing Signatures from Lattices
2019/01/02 by San Ling, Khoa Nguyen, Ling, San +5 · 1 citation
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Advanced Authentication Protocols Security
- Split Without a Leak: Reducing Privacy Leakage in Split Learning
2023/08/30 by Nguyen, Khoa, Khan, Tanveer, Michalas, Antonis · 4 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Temporal Sub-sampling of Audio Feature Sequences for Automated Audio\n Captioning
2020/07/06 by Khoa N. A. Nguyen, Konstantinos Drossos, Nguyen, Khoa +4 · 2 citations
Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
- Agent-based modeling for realistic reproduction of human mobility and contact behavior to evaluate test and isolation strategies in epidemic infectious disease spread
2024/10/10 by David Kerkmann, S. Korf, Kerkmann, David +17 · 2 citations
Mathematics · #COVID-19 epidemiological studies #D.1.3 #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #I.6.4 #I.6.5 #Multiagent Systems (cs.MA) #Parallel #Physics and Society (physics.soc-ph) #and Cluster Computing (cs.DC)
- A Pervasive, Efficient and Private Future: Realizing Privacy-Preserving Machine Learning Through Hybrid Homomorphic Encryption
2024/09/10 by Khoa Nguyen, Nguyen, Khoa, Mindaugas Budzys +7 · 2 citations
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Blockchain Technology Applications and Security