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9 articles for “S. Gopalakrishnan”
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Research ArticleOpen accessIn the author namesRobust Adversarial Attack Detection via Generative Adversarial Network With Residual Multi-Layer Aggregation Based Contrastive Loss FunctionAmudha Gopalakrishnan, Nalini JosephAdversarial attacks in medical imaging refer to subtle modifications to images that mislead diagnostic systems, resulting in inaccurate diagnoses and assessments. These attacks exploit vulnerabilities in image processing, leading to misclassification or altered visual features that often go unnoticed. This raises serious concerns about the security and reliability of medical diagnosis, directly impacting clinical decision-making and patient safety. This research … …Journal of Computer Science, Vol. 22, Issue 1 · 10 Feb 2026 · 1,742 accessesView PDFCite
Research ArticleOpen accessIn the author namesDeep Learning-Based Spectrum Sensing in Cognitive Radio Networks using Stacked LSTM: Performance Analysis of SNR and BERKavitha Veerappan, Seetharaman GopalakrishnanRapid evolution of wireless communication technologies and emergence of 5G networks have addressed lack of spectrum resources, highlighting the need for innovative topologies to improve the spectrum utilization. Due to this reason, Cognitive Radio (CR) has evolved as an optimized solution to overcome these difficulties by allowing dynamic spectrum access, thereby reducing the under-usage of available spectrum. Considering this, precise … …Journal of Computer Science, Vol. 21, Issue 11 · 19 Dec 2025 · 2,219 accessesView PDFCite
Research ArticleOpen accessIn the author namesSecure and Efficient Transmission in Mobile Ad hoc Network to Identify the Fake ID's Using Fake ID Detection ProtocolS. Gopalakrishnan, P. GaneshkumarMobile Ad hoc Network (MANET) is a frequent infrastructure less self- coordinating network, in which each and every mobile node works as a source, destination and a wireless relay. Such pattern of wireless network is produced by dynamic mobile nodes without any centralized or fixed or existing network infrastructure. In MANET, however, there is no static network infrastructure and mobile … …Journal of Computer Science, Vol. 11, Issue 2 · 29 Jan 2015 · 6,357 accessesView PDFCite
Research ArticleOpen accessIn the author namesINTRUSION DETECTION IN MOBILE AD HOC NETWORK USING SECURE ROUTING FOR ATTACKER IDENTIFICATION PROTOCOLS. Gopalakrishnan, P. GaneshkumarIn past few decades, the migration of communication takes place from wired networks to wireless networks because of its mobility and scalability and Mobile Ad hoc Network (MANET) is a unique and significant application in recent years which does not necessitates any pre-existing network infrastructure. Each node can act as both transmitters as well as receivers that are communicating with … …American Journal of Applied Sciences, Vol. 11, Issue 8 · 29 May 2014 · 6,715 accessesView PDFCite
Research ArticleOpen accessIn the author namesVancomycin Mic Creep Among Methicillin-Resistant Staphylococcus aureus: A ReportDorairajan Sureshkumar, Ram Gopalakrishnan, Abdulghafur, Venkatsubramanian RamasubramainainThe objective of the study was to analyze the vancomycin MIC distribution against bloodstream MRSA isolates for a period of 1 year in India. This retrospective study analyzed 71 blood stream MRSA strains isolated at a tertiary care hospital in India between January 2008 and December 2008. The vancomycin MIC was determined by broth microdilution method. Only one isolate per … …Current Research in Medicine, Vol. 4, Issue 2 · 20 Dec 2013 · 7,175 accessesView PDFCite
Research ArticleOpen accessIn the author namesAdapting Linux as Mobile Operating SystemKaushik Velusamy, Shriram K. Vasudevan, Sankari Gopalakrishnan et al.In this fast growing world, people are increasingly mobile; everything is fast, connected and highly secured. All these have put up the requirements on mobile devices and leads to several features being added in the mobile operating systems and its architecture. The development of the next generation software platform based on Linux for mobile phones provides enhanced user experience, power … …Journal of Computer Science, Vol. 9, Issue 6 · 5 Jun 2013 · 6,941 accessesView PDFCite
Research ArticleOpen accessIn the author namesIn Vitro Activity of Tigecycline in the Era of NDM-1Dorairajan Sureshkumar, Ram Gopalakrishnan, M.A. ThirunarayanIn the current era of New Delhi Metallo-betalactamase-1 (NDM-1) infections and a dry antibiotic pipeline, managing infections caused by Multi-Drug Resistant Gram-Negative Bacterial infections (MDR-GNBs) presents a great challenge to physicians in the developing world. Tigecycline, a broad spectrum glycylcycline is a one among the few treatment options against MDR-GNBs. However it has been studied mostly in the western world, … …Current Research in Microbiology, Vol. 3, Issue 2 · 12 Sep 2012 · 7,493 accessesView PDFCite
Research ArticleOpen accessIn the author namesDrug Susceptibility Pattern of M.Tuberculosis Isolated from Patients Attending a Private HospitalD. Sureshkumar, Ram GopalakrishnanProblem statement: Drug resistance in Tuberculosis (TB) is an emerging problem that adversely affects patient outcome and public health in the developing world. Although much of tuberculosis care is provided by the private sector in India, the magnitude of drug resistance in TB in the private sector is not well described. The present study was carried out to determine the … …American Journal of Infectious Diseases, Vol. 7, Issue 4 · 22 Dec 2011 · 7,281 accessesView PDFCite
Research ArticleOpen accessIn the author namesAcknowledgment based Reputation Mechanism to Mitigate the Node Misbehavior in Mobile Ad Hoc NetworksK. Gopalakrishnan, V. Rhymend UthariarajProblem statement: The cooperation between the nodes is essential to discover and maintain routes in mobile ad hoc network. Due to the presence of misbehaving nodes, the node cooperation is not always guaranteed as the nodes agreed during the route discovery phase. This phenomenon results in frequent network partitioning and it makes the routing process difficult. It also degrades the … …Journal of Computer Science, Vol. 7, Issue 8 · 14 Jul 2011 · 6,567 accessesView PDFCite