Deep Learning Model

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models

Authors: Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor Lempitsky | Published: 2019-05-20 | Updated: 2019-09-25
Few-Shot Learning
Deepfake
Deep Learning Model
2019.05.20 2025.05.28
Literature Database

Clonability of anti-counterfeiting printable graphical codes: a machine learning approach

Authors: Olga Taran, Slavi Bonev, Slava Voloshynovskiy | Published: 2019-03-18
Performance Evaluation
Adversarial Attack Detection
Deep Learning Model
2019.03.18 2025.05.28
Literature Database

Deep Transfer Learning for Static Malware Classification

Authors: Li Chen | Published: 2018-12-18
Malware Detection Method
Deep Learning
Deep Learning Model
2018.12.18 2025.05.28
Literature Database

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
2018.12.12 2025.05.28
Literature Database

Performing Co-Membership Attacks Against Deep Generative Models

Authors: Kin Sum Liu, Chaowei Xiao, Bo Li, Jie Gao | Published: 2018-05-24 | Updated: 2019-09-20
Privacy Technique
Membership Inference
Deep Learning Model
2018.05.24 2025.05.28
Literature Database

Novel Deep Learning Model for Traffic Sign Detection Using Capsule Networks

Authors: Amara Dinesh Kumar | Published: 2018-05-11
Data Preprocessing
Performance Evaluation Metrics
Deep Learning Model
2018.05.11 2025.05.28
Literature Database

Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices

Authors: Daniel Hahn, Noah Apthorpe, Nick Feamster | Published: 2018-05-07
Cybersecurity
Information Security
Deep Learning Model
2018.05.07 2025.05.28
Literature Database

Learning Fast and Slow: PROPEDEUTICA for Real-time Malware Detection

Authors: Ruimin Sun, Xiaoyong Yuan, Pan He, Qile Zhu, Aokun Chen, Andre Gregio, Daniela Oliveira, Xiaolin Li | Published: 2017-12-04 | Updated: 2021-10-17
Backdoor Detection
Machine Learning Algorithm
Deep Learning Model
2017.12.04 2025.05.28
Literature Database

Age Group and Gender Estimation in the Wild with Deep RoR Architecture

Authors: Ke Zhang, Ce Gao, Liru Guo, Miao Sun, Xingfang Yuan, Tony X. Han, Zhenbing Zhao, Baogang Li | Published: 2017-10-09
Deep Learning Model
Attack that Analyzes Images with AI to Infer Personal Information
Image Processing
2017.10.09 2025.05.28
Literature Database

Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization

Authors: Luis Muñoz-González, Battista Biggio, Ambra Demontis, Andrea Paudice, Vasin Wongrassamee, Emil C. Lupu, Fabio Roli | Published: 2017-08-29
Poisoning
Optimization Methods
Deep Learning Model
2017.08.29 2025.05.28
Literature Database