Papers
On Privacy Protection of Latent Dirichlet Allocation Model Training
Fangyuan Zhao, Xuebin Ren, Shusen Yang et al.
Data Poisoning Attack against Knowledge Graph Embedding
Hengtong Zhang, Tianhang Zheng, Jing Gao et al.
Temporal Pyramid Pooling Convolutional Neural Network for Cover Song Identification
Zhesong Yu, Xiaoshuo Xu, Xiaoou Chen et al.
Toward Efficient Navigation of Massive-Scale Geo-Textual Streams
Chengcheng Yang, Lisi Chen, Shuo Shang et al.
BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference
Peichen Xie, Bingzhe Wu, Guangyu Sun
FABA: An Algorithm for Fast Aggregation against Byzantine Attacks in Distributed Neural Networks
Qi Xia, Zeyi Tao, Zijiang Hao et al.
Adversarial Examples for Graph Data: Deep Insights into Attack and Defense
Huijun Wu, Chen Wang, Yuriy Tyshetskiy et al.
Novel Collaborative Filtering Recommender Friendly to Privacy Protection
Jun Wang, Qiang Tang, Afonso Arriaga et al.
Binarized Collaborative Filtering with Distilling Graph Convolutional Network
Haoyu Wang, Defu Lian, Yong Ge
Principal Component Analysis in the Local Differential Privacy Model
Di Wang, Jinhui Xu
Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation
Deli Wang, Ting Zhao, Nenggan Zheng et al.
A Privacy Preserving Collusion Secure DCOP Algorithm
Tamir Tassa, Tal Grinshpoun, Avishai Yanay
Equally-Guided Discriminative Hashing for Cross-modal Retrieval
Yufeng Shi, Xinge You, Feng Zheng et al.
Demystifying the Combination of Dynamic Slicing and Spectrum-based Fault Localization
Sofia Reis, Rui Abreu, Marcelo d'Amorim
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness
NhatHai Phan, Minh N. Vu, Yang Liu et al.
Decidability of Model Checking Multi-Agent Systems with Regular Expressions against Epistemic HS Specifications
Jakub Michaliszyn, Piotr Witkowski
LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs
Weibin Meng, Ying Liu, Yichen Zhu et al.
Data Poisoning against Differentially-Private Learners: Attacks and Defenses
Yuzhe Ma, Xiaojin Zhu, Justin Hsu
Locate-Then-Detect: Real-time Web Attack Detection via Attention-based Deep Neural Networks
Tianlong Liu, Yu Qi, Liang Shi et al.
Dilated Convolution with Dilated GRU for Music Source Separation
Jen-Yu Liu, Yi-Hsuan Yang
Robustra: Training Provable Robust Neural Networks over Reference Adversarial Space
Linyi Li, Zexuan Zhong, Bo Li et al.
Multiple Policy Value Monte Carlo Tree Search
Li-Cheng Lan, Wei Li, Ting-Han Wei et al.
Musical Composition Style Transfer via Disentangled Timbre Representations
Yun-Ning Hung, I-Tung Chiang, Yi-An Chen et al.
Model-Agnostic Adversarial Detection by Random Perturbations
Bo Huang, Yi Wang, Wei Wang