An Assessment of the Usability of Machine Learning Based Tools for the Security Operations Center
Authors: Sean Oesch, Robert Bridges, Jared Smith, Justin Beaver, John Goodall, Kelly Huffer, Craig Miles, Dan Scofield | Published: 2020-12-16
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Exacerbating Algorithmic Bias through Fairness Attacks
Authors: Ninareh Mehrabi, Muhammad Naveed, Fred Morstatter, Aram Galstyan | Published: 2020-12-16
FoggySight: A Scheme for Facial Lookup Privacy
Authors: Ivan Evtimov, Pascal Sturmfels, Tadayoshi Kohno | Published: 2020-12-15
Enhancing Data Security in the User Layer of Mobile Cloud Computing Environment: A Novel Approach
Authors: Noah Oghenfego Ogwara, Krassie Petrova, Mee Loong, Yang, Stephen G. MacDonell | Published: 2020-12-15
Differentiation of Sliding Rescaled Ranges: New Approach to Encrypted and VPN Traffic Detection
Authors: Raoul Nigmatullin, Alexander Ivchenko, Semyon Dorokhin | Published: 2020-12-14
Leaking Sensitive Financial Accounting Data in Plain Sight using Deep Autoencoder Neural Networks
Authors: Marco Schreyer, Chistian Schulze, Damian Borth | Published: 2020-12-13
Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions
Authors: Alberto Blanco-Justicia, Josep Domingo-Ferrer, Sergio Martínez, David Sánchez, Adrian Flanagan, Kuan Eeik Tan | Published: 2020-12-12
Filtering DDoS Attacks from Unlabeled Network Traffic Data Using Online Deep Learning
Authors: Wesley Joon-Wie Tann, Jackie Tan Jin Wei, Joanna Purba, Ee-Chien Chang | Published: 2020-12-12
On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections
Authors: Linshan Jiang, Rui Tan, Xin Lou, Guosheng Lin | Published: 2020-12-11
I-GCN: Robust Graph Convolutional Network via Influence Mechanism
Authors: Haoxi Zhan, Xiaobing Pei | Published: 2020-12-11