Publications by authors named "Raj Kumar Batchu"
Article Synopsis
- DDoS attacks are serious threats in cloud computing that disrupt services, causing financial and reputational harm, making their detection essential.
- The study presents a deep learning-based intrusion detection system that includes data pre-processing, balancing with CGAN, and classification using a stacked sparse denoising autoencoder optimized by a hybrid algorithm.
- Experiments using the CICDDoS2019 dataset show that the proposed method significantly outperforms existing techniques in accurately detecting DDoS attacks, emphasizing the importance of advanced deep learning in cybersecurity.
Introduction: Brain tumors arise due to abnormal growth of cells at any brain location with uneven boundaries and shapes. Usually, they proliferate rapidly, and their size increases by approximately 1.4% a day, resulting in invisible illness and psychological and behavioral changes in the human body.
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