Essays about: "Fully homomorphic encryption"

Showing result 1 - 5 of 8 essays containing the words Fully homomorphic encryption.

1. 1. XZDDF Bootstrapping in Fully Homomorphic Encryption

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Simon Ljungbeck; [2024]
   Keywords : Fully Homomorphic Encryption; Homomorphic Encryption; Bootstrapping; Blind Rotation; XZDDF; Technology and Engineering;

   Abstract : Despite the vast research on the topic in recent years, fully homomorphic encryption schemes remain time-inefficient. The main bottleneck is the so-called bootstrapping, whose purpose is to reduce noise that has accumulated after having performed homomorphic operations on a ciphertext. READ MORE

3. 2. Preserving Privacy in Cloud Services by Using an Explainable Deep-Learning Model for Anomaly Detection

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Shiwei Dong; [2023]
   Keywords : ;

   Abstract : As cloud services become increasingly popular, ensuring their privacy and security has become a significant concern for users. Cloud computing involves Data Service Outsourcing and Computation Outsourcing, which require additional security considerations compared to traditional computing. READ MORE

4. 3. Homomorphic encryption

   University essay from KTH/Matematik (Avd.)

   Author : Daniel Sanaee; [2023]
   Keywords : Mathematics; Cryptography; Computer science; Group Theory; Matematik; Kryptografi; Datalogi; Gruppteori;

   Abstract : The problem of constructing a secure encryption scheme that allows for computation on encrypted data was an open problem for more than 30 years. In 2009, Craig Gentry solved the problem, constructing the first fully homomorphic encryption (FHE) scheme. READ MORE

5. 4. Privacy Preserving Biometric Multi-factor Authentication

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Emil Gedenryd; [2023]
   Keywords : Fully Homomorphic Encryption; Machine Learning; Biometric Authentication; Technology and Engineering;

   Abstract : This thesis investigates the viability of using Fully Homomorphic Encryption and Machine Learning to construct a privacy-preserving biometric multi-factor authentication system. The system is based on the architecture described as ”Model K - Store distributed, compare distributed” in ISO/IEC 24745:2022 and uses the Torus Fully Homomorphic Encryption scheme proposed by Chillotti et al. READ MORE

6. 5. Malicious Activity Detection in Encrypted Network Traffic using A Fully Homomorphic Encryption Method

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Resmi Adiyodi Madhavan; Ann Zenna Sajan; [2022]
   Keywords : Malicious Activity Detection; Cloud Computing; Network Traffic; Fully Homomorphic Encryption FHE ; Machine Learning; Random Forest RF ; Logistic Regession LR ;

   Abstract : Everyone is in need for their own privacy and data protection, since encryption transmission was becoming common. Fully Homomorphic Encryption (FHE) has received increased attention because of its capability to execute calculations over the encoded domain. Through using FHE approach, model training can be properly outsourced. READ MORE