Fine-Grained Static Detection of Obfuscation Transforms Using Ensemble-Learning and Semantic Reasoning
Authors: Ramtine Tofighi-Shirazi, Irina Mariuca Asavoae, Philippe Elbaz-Vincent | Published: 2019-11-18
文献データベース
Exploiting Human Social Cognition for the Detection of Fake and Fraudulent Faces via Memory Networks
Authors: Tharindu Fernando, Clinton Fookes, Simon Denman, Sridha Sridharan | Published: 2019-11-17
Black-Box Adversarial Attack with Transferable Model-based Embedding
Authors: Zhichao Huang, Tong Zhang | Published: 2019-11-17 | Updated: 2020-01-05
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks
Authors: Yuheng Zhang, Ruoxi Jia, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song | Published: 2019-11-17 | Updated: 2020-04-18
Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy
Authors: Min Du, Ruoxi Jia, Dawn Song | Published: 2019-11-16
Defending Against Model Stealing Attacks with Adaptive Misinformation
Authors: Sanjay Kariyappa, Moinuddin K Qureshi | Published: 2019-11-16
Suspicion-Free Adversarial Attacks on Clustering Algorithms
Authors: Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra | Published: 2019-11-16
DomainGAN: Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers
Authors: Isaac Corley, Jonathan Lwowski, Justin Hoffman | Published: 2019-11-14 | Updated: 2020-02-14
There is Limited Correlation between Coverage and Robustness for Deep Neural Networks
Authors: Yizhen Dong, Peixin Zhang, Jingyi Wang, Shuang Liu, Jun Sun, Jianye Hao, Xinyu Wang, Li Wang, Jin Song Dong, Dai Ting | Published: 2019-11-14
Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things
Authors: Maede Zolanvari, Marcio A. Teixeira, Lav Gupta, Khaled M. Khan, Raj Jain | Published: 2019-11-13