Model Architecture

CATBERT: Context-Aware Tiny BERT for Detecting Social Engineering Emails

Authors: Younghoo Lee, Joshua Saxe, Richard Harang | Published: 2020-10-07
Model Architecture
Improvement of Learning
Machine Learning

Deep learning for time series classification

Authors: Hassan Ismail Fawaz | Published: 2020-10-01
Model Architecture
Adversarial Example
Deep Learning Method

Bag of Tricks for Adversarial Training

Authors: Tianyu Pang, Xiao Yang, Yinpeng Dong, Hang Su, Jun Zhu | Published: 2020-10-01 | Updated: 2021-03-31
Model Architecture
Robustness Improvement Method
Optimization Methods

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

Neurlux: Dynamic Malware Analysis Without Feature Engineering

Authors: Chani Jindal, Christopher Salls, Hojjat Aghakhani, Keith Long, Christopher Kruegel, Giovanni Vigna | Published: 2019-10-24
Model Architecture
Dynamic Analysis Method
Performance Evaluation Metrics

Edge Dithering for Robust Adaptive Graph Convolutional Networks

Authors: Vassilis N. Ioannidis, Georgios B. Giannakis | Published: 2019-10-21
Graph Neural Network
Poisoning
Model Architecture

Deep Learning in Information Security

Authors: Stefan Thaler, Vlado Menkovski, Milan Petkovic | Published: 2018-09-12
Model Architecture
Certified Robustness
Feature Extraction Method

Localization of JPEG double compression through multi-domain convolutional neural networks

Authors: Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli | Published: 2017-06-06
Data Flow Analysis
Model Architecture
Image Forensics

Audio-replay attack detection countermeasures

Authors: Galina Lavrentyeva, Sergey Novoselov, Egor Malykh, Alexander Kozlov, Oleg Kudashev, Vadim Shchemelinin | Published: 2017-05-24
Gaussian Mixture Model
Model Architecture
Speech Recognition System