AIセキュリティポータルbot

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

How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?

Authors: Ahmed Roushdy Elkordy, Jiang Zhang, Yahya H. Ezzeldin, Konstantinos Psounis, Salman Avestimehr | Published: 2022-08-03
Secure Aggregation
Privacy Leakage
Efficiency of Distributed Learning

A New Implementation of Federated Learning for Privacy and Security Enhancement

Authors: Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian | Published: 2022-08-03
Byzantine Consensus Mechanism
Privacy Leakage
Machine Learning

On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel

Authors: Shubhi Shukla, Manaar Alam, Sarani Bhattacharya, Debdeep Mukhopadhyay, Pabitra Mitra | Published: 2022-08-01 | Updated: 2024-02-17
Privacy Leakage
Membership Inference
Machine Learning