Showing 1–20 of 43 results
/ Date/ Name
Sep 13, 2018Defensive Dropout for Hardening Deep Neural Networks under Adversarial AttacksJul 29, 2023Improving Realistic Worst-Case Performance of NVCiM DNN Accelerators through Training with Right-Censored Gaussian NoiseFeb 14, 2018Security Analysis and Enhancement of Model Compressed Deep Learning Systems under Adversarial AttacksMar 14, 2018PT-Spike: A Precise-Time-Dependent Single Spike Neuromorphic Architecture with Efficient Supervised LearningMar 3, 2026When Small Variations Become Big Failures: Reliability Challenges in Compute-in-Memory Neural AcceleratorsJun 27, 2023PASNet: Polynomial Architecture Search Framework for Two-party Computation-based Secure Neural Network DeploymentMar 14, 2018MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error BackpropagationJul 8, 2024AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge ComputingMay 23, 2023NeFT: Negative Feedback Training to Improve Robustness of Compute-In-Memory DNN AcceleratorsNov 21, 2025JigsawComm: Joint Semantic Feature Encoding and Transmission for Communication-Efficient Cooperative PerceptionApr 3, 2026AEGIS: Scaling Long-Sequence Homomorphic Encrypted Transformer Inference via Hybrid Parallelism on Multi-GPU SystemsJun 11, 2022NeuGuard: Lightweight Neuron-Guided Defense against Membership Inference AttacksJul 25, 2023Spectral-DP: Differentially Private Deep Learning through Spectral Perturbation and FilteringFeb 2, 2018Algorithm-Hardware Co-Optimization of the Memristor-Based Framework for Solving SOCP and Homogeneous QCQP ProblemsMay 9, 20162.4GHZ Class AB power Amplifier For Healthcare ApplicationJun 4, 2024SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the CloudMar 5, 2026Efficient Privacy-Preserving Sparse Matrix-Vector Multiplication Using Homomorphic EncryptionSep 24, 2022CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network InferenceAug 27, 2019Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN ImplementationApr 9, 2019Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds