Literature Database

DeepWiFi: Cognitive WiFi with Deep Learning

Authors: Kemal Davaslioglu, Sohraab Soltani, Tugba Erpek, Yalin E. Sagduyu | Published: 2019-10-29
Simulation Environment
Data Generation
Protocol Procedure

Secure and Efficient Federated Transfer Learning

Authors: Shreya Sharma, Xing Chaoping, Yang Liu, Yan Kang | Published: 2019-10-29 | Updated: 2019-10-30
Privacy Management
Poisoning
Deep Transfer Learning

Privacy Enhanced Multimodal Neural Representations for Emotion Recognition

Authors: Mimansa Jaiswal, Emily Mower Provost | Published: 2019-10-29
Privacy Management
Attack Method
evaluation metrics

MaskedNet: The First Hardware Inference Engine Aiming Power Side-Channel Protection

Authors: Anuj Dubey, Rosario Cammarota, Aydin Aysu | Published: 2019-10-29 | Updated: 2019-12-02
Membership Inference
Attack Method
Effectiveness Analysis of Defense Methods

Active Subspace of Neural Networks: Structural Analysis and Universal Attacks

Authors: Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan Oseledets, Zheng Zhang | Published: 2019-10-29 | Updated: 2020-04-29
Risks of Model Compression
Attack Method
Dimensionality Reduction Method

Secure Evaluation of Quantized Neural Networks

Authors: Anders Dalskov, Daniel Escudero, Marcel Keller | Published: 2019-10-28 | Updated: 2021-03-01
Protocol Procedure
Model Architecture
Evaluation Method

Understanding and Quantifying Adversarial Examples Existence in Linear Classification

Authors: Xupeng Shi, A. Adam Ding | Published: 2019-10-27
Adversarial Example
Linear Model
Effectiveness Analysis of Defense Methods

Detection of Adversarial Attacks and Characterization of Adversarial Subspace

Authors: Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich | Published: 2019-10-26
Secure Logistic Regression
Attack Method
Adversarial Example Detection

Automatic Driver Identification from In-Vehicle Network Logs

Authors: Mina Remeli, Szilvia Lestyan, Gergely Acs, Gergely Biczok | Published: 2019-10-25
Privacy Violation
Model Performance Evaluation
Vehicle Network Security

Label Smoothing and Logit Squeezing: A Replacement for Adversarial Training?

Authors: Ali Shafahi, Amin Ghiasi, Furong Huang, Tom Goldstein | Published: 2019-10-25
Poisoning
Improvement of Learning
Adversarial Example