Deep Transfer Learning

Dependable Intrusion Detection System for IoT: A Deep Transfer Learning-based Approach

Authors: Sk. Tanzir Mehedi, Adnan Anwar, Ziaur Rahman, Kawsar Ahmed, Rafiqul Islam | Published: 2022-04-11
Security Analysis
Data Collection
Deep Transfer Learning
2022.04.11 2025.05.28
Literature Database

Malware Classification Using Deep Boosted Learning

Authors: Muhammad Asam, Saddam Hussain Khan, Tauseef Jamal, Umme Zahoora, Asifullah Khan | Published: 2021-07-08
PE Malware Classification
Deep Transfer Learning
Evaluation Method
2021.07.08 2025.05.28
Literature Database

MalNet: A Large-Scale Image Database of Malicious Software

Authors: Scott Freitas, Rahul Duggal, Duen Horng Chau | Published: 2021-01-31 | Updated: 2022-09-04
Data Collection
Malware Detection Method
Deep Transfer Learning
2021.01.31 2025.05.28
Literature Database

Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning

Authors: Yang Zou, Zhikun Zhang, Michael Backes, Yang Zhang | Published: 2020-09-10
Membership Inference
Membership Disclosure Risk
Deep Transfer Learning
2020.09.10 2025.05.28
Literature Database

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
2019.10.29 2025.05.28
Literature Database