AIセキュリティポータルbot

DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic

Authors: Zhi Liu | Published: 2022-08-08
Malware Detection Method
Performance Evaluation
Communication Analysis

Quantization enabled Privacy Protection in Decentralized Stochastic Optimization

Authors: Yongqiang Wang, Tamer Basar | Published: 2022-08-07
Data Privacy Assessment
Convergence Analysis
Quantization Method

Federated Adversarial Learning: A Framework with Convergence Analysis

Authors: Xiaoxiao Li, Zhao Song, Jiaming Yang | Published: 2022-08-07
Robustness Evaluation
Adaptive Adversarial Training
Weight Update Method

LCCDE: A Decision-Based Ensemble Framework for Intrusion Detection in The Internet of Vehicles

Authors: Li Yang, Abdallah Shami, Gary Stevens, Stephen De Rusett | Published: 2022-08-05 | Updated: 2022-09-01
Stability of Predictions
Performance Evaluation
Machine Learning Method

Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions

Authors: Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha, Jan Erik Håkegård, Ulas Bagci, Danda B. Rawat, Vladimir Vlassov | Published: 2022-08-05 | Updated: 2023-10-29
Data Privacy Assessment
Advancements in Medical IoT
Medical Image Analysis

Lethal Dose Conjecture on Data Poisoning

Authors: Wenxiao Wang, Alexander Levine, Soheil Feizi | Published: 2022-08-05 | Updated: 2022-10-18
Robustness Evaluation
Classification Pattern Analysis
Machine Learning Method

On False Data Injection Attack against Building Automation Systems

Authors: Michael Cash, Christopher Morales-Gonzalez, Shan Wang, Xipeng Jin, Alex Parlato, Jason Zhu, Qun Zhou Sun, Xinwen Fu | Published: 2022-08-04 | Updated: 2022-09-25
Attack Evaluation
Attack Pattern Extraction
Machine Learning Method

Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption

Authors: Syed Imtiaz Ahamed, Vadlamani Ravi | Published: 2022-08-04
CKKS Scheme
Medical Image Analysis
Machine Learning Method

Node Copying: A Random Graph Model for Effective Graph Sampling

Authors: Florence Regol, Soumyasundar Pal, Jianing Sun, Yingxue Zhang, Yanhui Geng, Mark Coates | Published: 2022-08-04
Class Mapping Method
Data Generation
Optimization Methods

Design of secure and robust cognitive system for malware detection

Authors: Sanket Shukla | Published: 2022-08-03
Malware Detection
Robustness
Adversarial Example