[Privacy Enhancing Computing] Affinity-based Optimizations of Homomorphic Encryption Operations on Processing-in-DRAM, DAC WIP 2024

Affinity-based Optimizations of Homomorphic Encryption Operations on Processing-in-DRAM

Kevin Nam, Heonhui Jung, Hyunyoung Oh*, Yunheung Paek*

Design Automation Conference (DAC) Work-in-Progress (WIP), 2024

* : Co-corresponding authors


0
0

International Papers

Privacy Enhancing Computing Affinity-based Optimizations for TFHE on Processing-in-DRAM, ASPLOS 2025 Affinity-based Optimizations for TFHE on Processing-in-DRAM, ASPLOS 2025
SW Security ROSEC: Intra-Process Isolation for ROS Composition with Memory Protection Keys, IEEE Transactions on Automation Science and Engineering (T-ASE, Impact Factor : 5.9), Dec 2024
SW Security Enhancing a Lock-and-Key Scheme With MTE to Mitigate Use-After-Frees, IEEE Access, Dec 2023
Privacy Enhancing Computing LOHEN: Layer-wise Optimizations for Neural Network Inferences over Encrypted Data with high Performance or Accuracy, USENIX Security 2025
AI Security VFLIP: A Backdoor Defense for Vertical Federated Learning via Identification and Purification, ESORICS 2024
HW Security SPHINCSLET - A Lightweight Implementation of SPHINCS+, DAC WIP 2024
Privacy Enhancing Computing Affinity-based Optimizations of Homomorphic Encryption Operations on Processing-in-DRAM, DAC WIP 2024
HW Security An Efficient Hardware/Software Co-design for FALCON on Low-End Embedded Systems, IEEE Access, April 2024
SW Security MetaSafe: Compiling for Protecting Smart Pointer Metadata to Ensure Safe Rust Integrity, USENIX Security 2024
HW Security XTENSTORE: Fast Shielded In-memory Key-Value Store on a Hybrid x86-FPGA System, DATE 2022
HW Security Optimizing Hardware Resource Utilization for Accelerating the NTRU-KEM Algorithm, Computers, 2023
SW Security KVSEV: Secure In-Memory Key-Value Store on AMD Secure Encrypted Virtualization, SoCC 2023
AI Security FLGuard: Byzantine-Robust Federated Learning via Ensemble of Contrastive Models, ESORICS 2023
SW Security ZOMETAG: Zone-based Memory Tagging for Fast, Deterministic Detection of Spatial Memory Violations on ARM, IEEE Transactions on Information Forensics and Security (Impact Factor: 7.23)
HW Security Area-Efficient Accelerator for the Full NTRU-KEM Algorithm, ICCSA 2023
AI Security Exploring Clustered Federated Learning’s Vulnerability against Property Inference Attack, RAID 2023
Application Specific Architectures Modeling and Library Support for Early-stage Exploration of Sparse Tensor Accelerator Designs, IEEE Access, May 2023
SW Security SFITAG: Efficient Software Fault Isolation with Memory Tagging for ARM Kernel Extensions, ASIACCS 2023
SW Security TRUST: A compilation framework for in-process isolation to protect safe rust against untrusted code, USENIX Security 2023
SW Security Practical Binary Code Similarity Detection with BERT-based Transferable Similarity Learning, ACSAC 2022