Antonis Michalas

1. 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)
2. 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
3. Blind Faith: Privacy-Preserving Machine Learning using Function Approximation
   2021/07/29 by Tanveer Ahmed Khan, Khan, Tanveer, Alexandros Bakas +3 · 2 citations
   Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Chaos-based Image/Signal Encryption
4. Make Split, not Hijack: Preventing Feature-Space Hijacking Attacks in Split Learning
   2024/04/14 by Tanveer Khan, Khan, Tanveer, Mindaugas Budzys +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Privacy-Preserving Technologies in Data
5. Trustworthiness of \mathbbX Users: A One-Class Classification Approach
   2024/02/03 by Tanveer Khan, Fahad Sohrab, Khan, Tanveer +5 · 1 citation
   Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
6. A Pervasive, Efficient and Private Future: Realizing Privacy-Preserving Machine Learning Through Hybrid Homomorphic Encryption
   2024/09/10 by Khoa Nguyen, Mindaugas Budzys, Nguyen, Khoa +7 · 2 citations
   Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Blockchain Technology Applications and Security
7. Learning in the Dark: Privacy-Preserving Machine Learning using Function Approximation
   2023/09/15 by Tanveer Ahmed Khan, Khan, Tanveer, Antonis Michalas +1 · 3 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques