AIセキュリティポータルbot

Active Learning for Wireless IoT Intrusion Detection

Authors: Kai Yang, Jie Ren, Yanqiao Zhu, Weiyi Zhang | Published: 2018-08-04
Query Generation Method
Intrusion Detection System
Improvement of Learning

DeepCloak: Adversarial Crafting As a Defensive Measure to Cloak Processes

Authors: Mehmet Sinan Inci, Thomas Eisenbarth, Berk Sunar | Published: 2018-08-03 | Updated: 2020-04-23
Certified Robustness
Adversarial Example
Adversarial attack

Machine Learning Aided Static Malware Analysis: A Survey and Tutorial

Authors: Andrii Shalaginov, Sergii Banin, Ali Dehghantanha, Katrin Franke | Published: 2018-08-03
API Calls
Dataset for Malware Classification
Machine Learning Method

Cyber Threat Intelligence : Challenges and Opportunities

Authors: Mauro Conti, Ali Dehghantanha, Tooska Dargahi | Published: 2018-08-03
Cyber Threat Intelligence
Malware Classification
Role of Artificial Intelligence

Dynamic Multi-level Privilege Control in Behavior-based Implicit Authentication Systems Leveraging Mobile Devices

Authors: Yingyuan Yang, Xueli Huang, Yanhui Guo, Jinyuan Stella Sun | Published: 2018-08-02 | Updated: 2021-04-15
Class Mapping Method
Profile Matching
Model Design and Accuracy

MLCapsule: Guarded Offline Deployment of Machine Learning as a Service

Authors: Lucjan Hanzlik, Yang Zhang, Kathrin Grosse, Ahmed Salem, Max Augustin, Michael Backes, Mario Fritz | Published: 2018-08-01 | Updated: 2019-02-06
Membership Inference
Model Extraction Attack
Model Evaluation

Tackling Android Stego Apps in the Wild

Authors: Wenhao Chen, Li Lin, Min Wu, Jennifer Newman | Published: 2018-08-01
Data Leakage
Machine Learning Application
Image Processing

Cognitive Techniques for Early Detection of Cybersecurity Events

Authors: Sandeep Narayanan, Ashwinkumar Ganesan, Karuna Joshi, Tim Oates, Anupam Joshi, Tim Finin | Published: 2018-08-01
Cyber Threat Intelligence
Attack Scenario Analysis
Knowledge Extraction Method

Subsampled Rényi Differential Privacy and Analytical Moments Accountant

Authors: Yu-Xiang Wang, Borja Balle, Shiva Kasiviswanathan | Published: 2018-07-31 | Updated: 2018-12-04
Characteristics of RDP
Privacy Assessment
Differential Privacy

Security and Privacy Issues in Deep Learning

Authors: Ho Bae, Jaehee Jang, Dahuin Jung, Hyemi Jang, Heonseok Ha, Hyungyu Lee, Sungroh Yoon | Published: 2018-07-31 | Updated: 2021-03-10
Differential Privacy
Adversarial Example Detection
Adversarial attack