Literature Database

A 0.16pJ/bit Recurrent Neural Network Based PUF for Enhanced Machine Learning Atack Resistance

Authors: Nimesh Shah, Manaar Alam, Durga Prasad Sahoo, Debdeep Mukhopadhyay, Arindam Basu | Published: 2018-12-13
IoT Traffic Characteristics
Simulation Environment
Robustness

Thwarting Adversarial Examples: An $L_0$-RobustSparse Fourier Transform

Authors: Mitali Bafna, Jack Murtagh, Nikhil Vyas | Published: 2018-12-12
Robustness
Convergence analysis
Adversarial Example Detection

A Style-Based Generator Architecture for Generative Adversarial Networks

Authors: Tero Karras, Samuli Laine, Timo Aila | Published: 2018-12-12 | Updated: 2019-03-29
Data Generation
Deepfake
Image Processing

Recurrent Neural Networks for Fuzz Testing Web Browsers

Authors: Martin Sablotny, Bjørn Sand Jensen, Chris W. Johnson | Published: 2018-12-12
Fuzzing
Deep Learning Model
Generative Adversarial Network

Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection

Authors: Milad Salem, Shayan Taheri, Jiann Shiun Yuan | Published: 2018-12-11
Data Collection
Multi-Class Classification
Generative Adversarial Network

Adversarial Framing for Image and Video Classification

Authors: Konrad Zolna, Michal Zajac, Negar Rostamzadeh, Pedro O. Pinheiro | Published: 2018-12-11 | Updated: 2019-10-17
Adversarial Example Detection
Deep Learning

Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification

Authors: Shen Wang, Zhengzhang Chen, Ding Li, Lu-An Tang, Jingchao Ni, Zhichun Li, Junghwan Rhee, Haifeng Chen, Philip S. Yu | Published: 2018-12-10 | Updated: 2019-05-09
Graph Embedding
Data Collection
Malware Detection Method

Crossfire Attack Detection using Deep Learning in Software Defined ITS Networks

Authors: Akash Raj Narayanadoss, Tram Truong-Huu, Purnima Murali Mohan, Mohan Gurusamy | Published: 2018-12-10 | Updated: 2019-02-14
Traffic Characteristic Analysis
Attack Detection
Deep Learning

Deep-Net: Deep Neural Network for Cyber Security Use Cases

Authors: Vinayakumar R, Barathi Ganesh HB, Prabaharan Poornachandran, Anand Kumar M, Soman KP | Published: 2018-12-09
Cyber Threat
Malware Detection
Deep Learning-Based IDS

AutoGAN: Robust Classifier Against Adversarial Attacks

Authors: Blerta Lindqvist, Shridatt Sugrim, Rauf Izmailov | Published: 2018-12-08
Certified Robustness
Robustness Improvement Method
Experimental Validation