Different Machine Learning Algorithms used for Secure Software Advance using Software Repositories

Chaudhary, Kanchan; Singh, Suresh

doi:10.32628/cseit2390225

Cited by 3 publications

(3 citation statements)

References 27 publications

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“…[9] As we progress, we hope to offer readers a comprehensive understanding of how gesture-based interactions have transformed our digital experiences and hint at the exciting possibilities the future might hold. [10,11] This introduction sets the stage for the paper by providing context and framing the topic's importance [12,13]. As with any research paper, it's crucial to ensure that the content aligns with the depth of your research and the specific areas you intend to explore in subsequent sections.…”

Section: Introductionmentioning

confidence: 99%

Evolution of Gesture-Based Interactions: From Touch Screens to Virtual Reality

Singh

2023

Int. J. Res. Publ. Rev.

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The realm of human-computer interaction has witnessed a paradigm shift with the advent of gesture-based technologies. Beginning with the inception of touch screens, where simple gestures transformed user interaction, we are now entering an era where these interactions are extended into the virtual space. This paper traces the journey of gesture-based interfaces from their initial touch-responsive surfaces to the immersive and intuitive environments of virtual reality (VR).Through a comprehensive analysis, we highlight the major technological milestones, challenges encountered, and the transformative potential these advancements hold for the future of digital interactions.

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Section: Introductionmentioning

confidence: 99%

Evolution of Gesture-Based Interactions: From Touch Screens to Virtual Reality

Singh

2023

Int. J. Res. Publ. Rev.

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“…This paradigm shift has revolutionized industries, from healthcare and agriculture to smart cities and industrial automation, by enabling data-driven insights and real-time decision-making [2]. In this dynamic ecosystem, a multitude of devices, often with diverse communication technologies and distinct quality of service (QoS) requirements, coexist and collaborate to fulfill an array of tasks [3].The hallmark of the IoT lies not only in the sheer number of devices but also in their heterogeneity. From low-power sensors to high-performance gateways, these devices span a wide spectrum of capabilities and constraints.…”

Section: Iintroductionmentioning

confidence: 99%

Context-Aware Vertical Handoff Algorithms for IoT-enabled Environments

Singh,

Chandra,

Verma

2023

IJSREM

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-The proliferation of Internet of Things (IoT) devices has ushered in a paradigm shift in the way we interact with our surroundings. As these devices seamlessly exchange data across heterogeneous networks, maintaining uninterrupted connectivity and optimal quality of service (QoS) becomes a paramount concern. The process of vertical handoff, which facilitates the seamless transfer of communication sessions between different networks, is of particular significance in this dynamic IoT landscape. This research paper delves into the realm of "Context-Aware Vertical Handoff Algorithms for IoT-enabled Environments," aiming to harness the power of context-awareness to enhance the efficacy of vertical handoff decisions in IoT scenarios. The introduction highlights the intricate network challenges posed by IoT's diverse devices and applications. These challenges necessitate the development of innovative solutions that can adapt to varying communication technologies, device constraints, and QoS demands. The focal point of this exploration lies in the integration of context-awareness into vertical handoff algorithms. Context-awareness leverages real-time contextual information, encompassing factors such as device location, network conditions, application requirements, and user preferences, to make informed handoff decisions that align with the unique demands of each IoT situation. Drawing from the wellspring of context- aware computing, the paper delves into the mechanics of context-aware vertical handoff algorithms. It explores their attributes and capabilities, shedding light on how these algorithms leverage context to optimize handoff decisions. The paper discusses the diversity of International Journal of Scientific Research in Engineering and Management (IJSREM) Volume: 07 Issue: 09 | September - 2023 SJIF Rating: 8.176 ISSN: 2582-3930 © 2023, IJSREM | www.ijsrem.com DOI: 10.55041/IJSREM25730 | Page 2 context-aware algorithms, including fuzzy logic- based, machine learning-driven, and rule-based approaches, and their adaptability to the distinct challenges posed by IoT environments. As the IoT landscape brings forth its own set of challenges, the paper addresses considerations like limited resources, heterogeneous data, and intermittent connectivity. It delves into the spectrum of algorithm types and approaches that align with the IoT's intricacies, ensuring that vertical handoff decisions resonate with the unique characteristics of IoT devices. In the quest to gauge the effectiveness of context-aware vertical handoff algorithms in IoT scenarios, the paper outlines a comprehensive methodology for performance evaluation. This methodology involves defining IoT-centric performance metrics, such as data delivery reliability, energy efficiency, latency, and adaptive decision-making, which accurately capture the impact of context-awareness on QoS enhancement and device efficiency. Through practical case studies, the paper demonstrates how context-aware vertical handoff algorithms find application across various IoT domains, from smart cities to healthcare. It unveils how these algorithms address the dynamic challenges presented by real- world scenarios, where devices navigate between heterogeneous networks and diverse application requirements. Keywords: IoT ,QoS, LPWAN,

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“…However, this transformational potential comes hand in hand with a complex array of security challenges that cast a shadow over the seamless integration of IoT in our lives. [2,3] As the boundaries between the physical and digital realms blur, IoT devices have become integral components of our environments, facilitating tasks, automating processes, and gathering data. Yet, this pervasive presence also exposes vulnerabilities that threat actors are eager to exploit.…”

Section: Iintroductionmentioning

confidence: 99%

IoT Security Challenges and Emerging Solutions: A Comprehensive Review

JOURNAL

2023

IJSREM

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The proliferation of Internet of Things (IoT) devices has revolutionized the way we interact with technology, embedding connectivity into every facet of modern life. However, this rapid growth has introduced a host of security challenges that threaten the integrity, privacy, and functionality of IoT ecosystems. This paper presents an abstract review of the complex landscape of IoT security challenges, ranging from vulnerabilities in devices to data breaches and sophisticated cyberattacks. Amid these challenges, emerging solutions offer promising avenues to fortify the security posture of IoT environments. Blockchain technology holds the potential to enhance data integrity and establish trust, while hardware-based security mechanisms bolster the resistance of devices against intrusions. Novel approaches such as AI-powered anomaly detection contribute to real-time threat identification, and privacy-preserving techniques strive to strike a balance between data utility and confidentiality. Additionally, the concept of zero trust architectures is transforming the fundamental approach to securing IoT networks. This paper not only underscores the gravity of IoT security challenges but also highlights the proactive measures that are shaping the future of IoT security. Through an exploration of case studies and a discussion of the inherent challenges and trade-offs, this review elucidates the delicate International Journal of Scientific Research in Engineering and Management (IJSREM) Volume: 07 Issue: 09 | September - 2023 SJIF Rating: 8.176 ISSN: 2582-3930 © 2023, IJSREM | www.ijsrem.com DOI: 10.55041/IJSREM25662 | Page 2 balance between fortifying IoT systems and maintaining usability. As IoT continues its rapid evolution, the imperative to ensure robust security measures becomes paramount, necessitating collaborative efforts and innovative solutions to safeguard the promises of an interconnected world. Keywords: IoT,DDoS, blockchain, Cyberattacks

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Different Machine Learning Algorithms used for Secure Software Advance using Software Repositories

Cited by 3 publications

References 27 publications

Evolution of Gesture-Based Interactions: From Touch Screens to Virtual Reality

Evolution of Gesture-Based Interactions: From Touch Screens to Virtual Reality

Context-Aware Vertical Handoff Algorithms for IoT-enabled Environments

IoT Security Challenges and Emerging Solutions: A Comprehensive Review

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