Deep Temporal Graph Infomax for Imbalanced Insider Threat Detection

An efficient pattern-based approach for insider threat classification using the image-based feature representation

(2023) Krunal Randive et al.   Journal of Information Security and Applications

SPCBIG-EC: A Robust Serial Hybrid Model for Smart Contract Vulnerability Detection

(2022) Lejun Zhang et al.   SENSORS

Detecting Unknown Threat Based on Continuous-Time Dynamic Heterogeneous Graph Network

(2022) Peng Gao et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Smart contract vulnerability detection combined with multi-objective detection

(2022) Lejun Zhang et al.   Computer Networks

BSIF: Blockchain-Based Secure, Interactive, and Fair Mobile Crowdsensing

(2022) Weizheng Wang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Leveraging siamese networks for one-shot intrusion detection model

(2022) Hanan Hindy et al.   JOURNAL OF INTELLIGENT INFORMATION SYSTEMS

A Few-Shot Learning-Based Siamese Capsule Network for Intrusion Detection with Imbalanced Training Data

(2021) Zu-Min Wang et al.   Computational Intelligence and Neuroscience

A novel wide & deep transfer learning stacked GRU framework for network intrusion detection

(2021) Nongmeikapam Brajabidhu Singh et al.   Journal of Information Security and Applications

Variational Few-Shot Learning for Microservice-Oriented Intrusion Detection in Distributed Industrial IoT

(2021) Wei Liang et al.   IEEE Transactions on Industrial Informatics

Efficient Web APIs Recommendation With Privacy-Preservation for Mobile App Development in Industry 4.0

(2021) Wenwen Gong et al.   IEEE Transactions on Industrial Informatics

IGAN-IDS: An imbalanced generative adversarial network towards intrusion detection system in ad-hoc networks

(2020) Shuokang Huang et al.   Ad Hoc Networks

GAN-based imbalanced data intrusion detection system

(2019) JooHwa Lee et al.   Personal and Ubiquitous Computing

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

(2018) Alberto Fernandez et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

The Effect of IoT New Features on Security and Privacy: New Threats, Existing Solutions, and Challenges Yet to Be Solved

(2018) Wei Zhou et al.   IEEE Internet of Things Journal