Towards Few-Shot Fact-Checking via Perplexity
Authors: Nayeon Lee, Yejin Bang, Andrea Madotto, Madian Khabsa, Pascale Fung | Published: 2021-03-17
The Influence of Dropout on Membership Inference in Differentially Private Models
Authors: Erick Galinkin | Published: 2021-03-16
DDUO: General-Purpose Dynamic Analysis for Differential Privacy
Authors: Chike Abuah, Alex Silence, David Darais, Joe Near | Published: 2021-03-16
Modeling Multivariate Cyber Risks: Deep Learning Dating Extreme Value Theory
Authors: Mingyue Zhang Wu, Jinzhu Luo, Xing Fang, Maochao Xu, Peng Zhao | Published: 2021-03-15
Quantum federated learning through blind quantum computing
Authors: Weikang Li, Sirui Lu, Dong-Ling Deng | Published: 2021-03-15 | Updated: 2021-09-02
Simeon — Secure Federated Machine Learning Through Iterative Filtering
Authors: Nicholas Malecki, Hye-young Paik, Aleksandar Ignjatovic, Alan Blair, Elisa Bertino | Published: 2021-03-13
Explaining Network Intrusion Detection System Using Explainable AI Framework
Authors: Shraddha Mane, Dattaraj Rao | Published: 2021-03-12
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models
Authors: Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kaafar, Darren Webb, Peter Dickinson | Published: 2021-03-12
Adversarial attacks in consensus-based multi-agent reinforcement learning
Authors: Martin Figura, Krishna Chaitanya Kosaraju, Vijay Gupta | Published: 2021-03-11
Stochastic-HMDs: Adversarial Resilient Hardware Malware Detectors through Voltage Over-scaling
Authors: Md Shohidul Islam, Ihsen Alouani, Khaled N. Khasawneh | Published: 2021-03-11