Hemant Choubey's research while affiliated with Madhav Institute of Technology & Science Gwalior and other places

Publications (2)

Article
Full-text available
Wireless communication networks have much data to sense, process, and transmit. It tends to develop a security mechanism to care for these needs for such modern-day systems. An intrusion detection system (IDS) is a solution that has recently gained the researcher's attention with the application of deep learning techniques in IDS. In this paper, we...
Article
An innovative image enhancement and feature extraction technique that is based on the modified sigmoid function and two-dimensional DCT has been developed. The proposed technique uses a modified sigmoid function that accommodates the original microscopic input image characteristics. A novel block-based input value coupled with the modified sigmoid...

Citations

... Deep learning is a subset of machine learning algorithms which has been applied for intrusion detection using WSNs Lee et al., 2021;Singh, Amutha, Nagar, Sharma, & Lee, 2022a, 2022bSood, Prakash, Sharma, Singh, & Choubey, 2022). It is also employed for pattern matching and network security where it identifies the malicious activities occurring in the network and is termed as Network Intrusion Detection System (NIDS). ...