Literature Database

Boosting Adversarial Attacks with Momentum

Authors: Yinpeng Dong, Fangzhou Liao, Tianyu Pang, Hang Su, Jun Zhu, Xiaolin Hu, Jianguo Li | Published: 2017-10-17 | Updated: 2018-03-22
Certified Robustness
Robustness Improvement Method
Adversarial Example Detection

Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection

Authors: TonTon Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao | Published: 2017-10-15
Data Collection Method
Malware Detection Method
Information Security

Robust Decentralized Learning Using ADMM with Unreliable Agents

Authors: Qunwei Li, Bhavya Kailkhura, Ryan Goldhahn, Priyadip Ray, Pramod K. Varshney | Published: 2017-10-14 | Updated: 2018-05-21
Robustness Improvement Method
Convergence Property
Watermark

Differentially Private Query Learning: from Data Publishing to Model Publishing

Authors: Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou, Philip S. Yu | Published: 2017-10-13
Data Privacy Assessment
Privacy-Preserving Machine Learning
Differential Privacy

Performance Comparison of Intrusion Detection Systems and Application of Machine Learning to Snort System

Authors: Syed Ali Raza Shah, Biju Issac | Published: 2017-10-13 | Updated: 2017-11-07
Malware Detection Method
Information Security
Anomaly Detection Method

Bayesian Hypernetworks

Authors: David Krueger, Chin-Wei Huang, Riashat Islam, Ryan Turner, Alexandre Lacoste, Aaron Courville | Published: 2017-10-13 | Updated: 2018-04-24
Certified Robustness
Model Design
Label

Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries

Authors: Rui Zhang, Quanyan Zhu | Published: 2017-10-12
Convergence Property
Information Security
Structural Attack

CTD: Fast, Accurate, and Interpretable Method for Static and Dynamic Tensor Decompositions

Authors: Jungwoo Lee, Dongjin Choi, Lee Sael | Published: 2017-10-09
Convergence Property
Interpretation Method
Watermark

Age Group and Gender Estimation in the Wild with Deep RoR Architecture

Authors: Ke Zhang, Ce Gao, Liru Guo, Miao Sun, Xingfang Yuan, Tony X. Han, Zhenbing Zhao, Baogang Li | Published: 2017-10-09
Deep Learning Model
Attack that Analyzes Images with AI to Infer Personal Information
Image Processing

Privacy-Preserving Deep Inference for Rich User Data on The Cloud

Authors: Seyed Ali Osia, Ali Shahin Shamsabadi, Ali Taheri, Kleomenis Katevas, Hamid R. Rabiee, Nicholas D. Lane, Hamed Haddadi | Published: 2017-10-04 | Updated: 2017-10-11
Privacy Protection Method
Model Inversion
Facial Recognition Technology