Vinayakumar Ravi
Title
Cited by
Cited by
Year
Deep learning approach for intelligent intrusion detection system
R Vinayakumar, M Alazab, KP Soman, P Poornachandran, A Al-Nemrat, ...
IEEE Access 7, 41525-41550, 2019
2672019
Stock price prediction using LSTM, RNN and CNN-sliding window model
S Selvin, R Vinayakumar, EA Gopalakrishnan, VK Menon, KP Soman
2017 international conference on advances in computing, communications and …, 2017
2332017
Applying convolutional neural network for network intrusion detection
R Vinayakumar, KP Soman, P Poornachandran
2017 International Conference on Advances in Computing, Communications and …, 2017
1842017
Robust intelligent malware detection using deep learning
R Vinayakumar, M Alazab, KP Soman, P Poornachandran, ...
IEEE Access 7, 46717-46738, 2019
992019
Detecting Android malware using long short-term memory (LSTM)
R Vinayakumar, KP Soman, P Poornachandran, S Sachin Kumar
Journal of Intelligent & Fuzzy Systems 34 (3), 1277-1288, 2018
692018
Detecting malicious domain names using deep learning approaches at scale
R Vinayakumar, KP Soman, P Poornachandran
Journal of Intelligent & Fuzzy Systems 34 (3), 1355-1367, 2018
672018
Deepairnet: Applying recurrent networks for air quality prediction
V Athira, P Geetha, R Vinayakumar, KP Soman
Procedia computer science 132, 1394-1403, 2018
662018
A visualized botnet detection system based deep learning for the internet of things networks of smart cities
R Vinayakumar, M Alazab, S Srinivasan, QV Pham, SK Padannayil, ...
IEEE Transactions on Industry Applications 56 (4), 4436-4456, 2020
572020
Applying deep learning approaches for network traffic prediction
R Vinayakumar, KP Soman, P Poornachandran
2017 International Conference on Advances in Computing, Communications and …, 2017
572017
Automated detection of diabetes using CNN and CNN-LSTM network and heart rate signals
G Swapna, S Kp, R Vinayakumar
Procedia computer science 132, 1253-1262, 2018
562018
Scalable framework for cyber threat situational awareness based on domain name systems data analysis
R Vinayakumar, P Poornachandran, KP Soman
Big data in engineering applications, 113-142, 2018
562018
Evaluating deep learning approaches to characterize and classify malicious URL’s
R Vinayakumar, KP Soman, P Poornachandran
Journal of Intelligent & Fuzzy Systems 34 (3), 1333-1343, 2018
532018
Evaluating shallow and deep networks for ransomware detection and classification
R Vinayakumar, KP Soman, KKS Velan, S Ganorkar
2017 International Conference on Advances in Computing, Communications and …, 2017
532017
A hybrid deep learning image-based analysis for effective malware detection
S Venkatraman, M Alazab, R Vinayakumar
Journal of Information Security and Applications 47, 377-389, 2019
482019
Diabetes detection using deep learning algorithms
G Swapna, R Vinayakumar, KP Soman
ICT express 4 (4), 243-246, 2018
472018
Evaluating effectiveness of shallow and deep networks to intrusion detection system
R Vinayakumar, KP Soman, P Poornachandran
2017 International Conference on Advances in Computing, Communications and …, 2017
472017
Evaluating shallow and deep neural networks for network intrusion detection systems in cyber security
RK Vigneswaran, R Vinayakumar, KP Soman, P Poornachandran
2018 9th International conference on computing, communication and networking …, 2018
452018
Deep power: Deep learning architectures for power quality disturbances classification
N Mohan, KP Soman, R Vinayakumar
2017 International Conference on Technological Advancements in Power and …, 2017
452017
Deep android malware detection and classification
R Vinayakumar, KP Soman, P Poornachandran
2017 International conference on advances in computing, communications and …, 2017
452017
Evaluating deep learning approaches to characterize and classify the DGAs at scale
R Vinayakumar, KP Soman, P Poornachandran, S Sachin Kumar
Journal of Intelligent & Fuzzy Systems 34 (3), 1265-1276, 2018
412018
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