Deep Learning Method

Deep Bayesian Learning for Car Hacking Detection

Authors: Laha Ale, Scott A. King, Ning Zhang | Published: 2021-12-17
Machine Learning Method
Deep Learning Method
Vulnerabilities in Autonomous Driving Technology
2021.12.17 2025.05.28
Literature Database

Robust Upper Bounds for Adversarial Training

Authors: Dimitris Bertsimas, Xavier Boix, Kimberly Villalobos Carballo, Dick den Hertog | Published: 2021-12-17 | Updated: 2023-04-06
Robust Regression
Adversarial Training
Deep Learning Method
2021.12.17 2025.05.28
Literature Database

Evaluating Deep Learning Models and Adversarial Attacks on Accelerometer-Based Gesture Authentication

Authors: Elliu Huang, Fabio Di Troia, Mark Stamp | Published: 2021-10-03
Backdoor Attack
Adversarial Training
Deep Learning Method
2021.10.03 2025.05.28
Literature Database

Auxiliary-Classifier GAN for Malware Analysis

Authors: Rakesh Nagaraju, Mark Stamp | Published: 2021-07-04
Data Generation
Malware Evolution
Deep Learning Method
2021.07.04 2025.05.28
Literature Database

SIRNN: A Math Library for Secure RNN Inference

Authors: Deevashwer Rathee, Mayank Rathee, Rahul Kranti Kiran Goli, Divya Gupta, Rahul Sharma, Nishanth Chandran, Aseem Rastogi | Published: 2021-05-10
Library Classification
Deep Learning Method
Computational Efficiency
2021.05.10 2025.05.28
Literature Database

Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction

Authors: Ferhat Ozgur Catak, Evren Catak, Murat Kuzlu, Umit Cali, Devrim Unal | Published: 2021-05-09 | Updated: 2021-07-23
Adversarial Attack Methods
Optimization Problem
Deep Learning Method
2021.05.09 2025.05.28
Literature Database

Smartphone Impostor Detection with Behavioral Data Privacy and Minimalist Hardware Support

Authors: Guangyuan Hu, Zecheng He, Ruby B. Lee | Published: 2021-03-11 | Updated: 2021-03-17
Model Performance Evaluation
User Behavior Analysis
Deep Learning Method
2021.03.11 2025.05.28
Literature Database

Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency

Authors: Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani | Published: 2021-03-09
Model Performance Evaluation
Deep Learning Method
Watermark Evaluation
2021.03.09 2025.05.28
Literature Database

Deep Learning for Android Malware Defenses: a Systematic Literature Review

Authors: Yue Liu, Chakkrit Tantithamthavorn, Li Li, Yepang Liu | Published: 2021-03-09 | Updated: 2022-08-09
Malware Detection
Deep Learning Method
Defense Method
2021.03.09 2025.05.28
Literature Database

Debiasing Pre-trained Contextualised Embeddings

Authors: Masahiro Kaneko, Danushka Bollegala | Published: 2021-01-23
Bias Detection in AI Output
Creation of Fair AI Models
Deep Learning Method
2021.01.23 2025.05.28
Literature Database
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