Oct 1, 2023 · Block diagram of the proposed SATIDS system. If an attack occurs, it deduces the type of attack, whether it is DDOS/DOS, Backdoor, Injection, Mitm, Password, Ransomware, …

Apr 27, 2024 · Our research work includes a blockchain-assisted secure, U-Net-based Fast R-CNN, as well as the assessment and prediction of the proposed approach on a large-scale …

Jan 11, 2024 · By using federated learning and homomorphic encryption, consensus mechanisms can detect anomalies and security breaches, improving the privacy and security of the entire …

A novel enhanced region proposal network and modified loss function: threat object detection in secure screening using deep learning

Feb 5, 2024 · To ensure the security of IoT healthcare data against malware attack, DDoS attack, and intermediate attacks, the proposed method leverages deep learning algorithms, …

In this article, we propose SecNet, an architecture that will allow safe data collection, computing, and sharing in the large-scale Internet world, with AI improved by plenty of data, and more …

Sep 18, 2023 · Specifically, first, we design a private blockchain-based secure communication among the IIoT entities using session-based mutual authentication and key agreement …

Threats like this have the potential to capture critical data, harming businesses' finances and reputations. We have suggested a hybrid Deep Learning (DL) strategy in this study to identify …

• In existing system data protection mechanisms such as encryption was failed in securing the data from the attacker. • It does not verify whether the user was authorized or not. …

Sumaya Sanober in [6] proposed Deep Learning (DL) and ML techniques, i.e., the random forest method, to classify CCF detection. The rate of success was discovered to be 96.2%. ...