Volume 12 | Issue 4 |

 Abstract

Face recognition, as a biometric-based technology, involves the mathematical mapping of an individual's facial features, storing this data as a unique face print. This technique entails saving facial information mathematically or in graph format within a database for subsequent face detection purposes. Within our system, a face recognition model is employed to ascertain matches within the database. Upon a positive match, notifications are dispatched to both law enforcement and the individual's guardian. In this paper, we propose leveraging TensorFlow, a Machine Learning (ML) framework, to enhance face detection accuracy for locating missing persons.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Tensor Flow, Google Cloud Firebase, Face Recognition, missing person, Google maps, Activity.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The main advantage of these types of bridges Box lies in the high torsional stiffness available because of the closed box section. Torsional stiffness provides stability and load distribution characteristics and makes this form particularly suitable for the separation of levels. Double cell box type bridges have been used worldwide because they resist heavy earthquake load and live load. Deflection is important criteria of double box cell system and therefore geometry or configuration is important. A double box cell bridge girder is a bridge in which the main beams comprise girders in the shape of a hollow double box cells. The double box cell type bridge may be rectangular or trapezoidal in cross-section. Double box cell type bridge girder is generally used due to because of its better stability, good aesthetic appearance, serviceability, structural efficiency, economy (less cost) etc. In this research work use three cases for analysis a beam with different section like 45 degree, 90 degree, triangle, inverted triangle and last one is single box. In first case use IRC Loading for study. In second case use response spectrum for study and in last third case applies combination of response spectrum and IRC loading for study. ETABS 2018 used for modelling and analysis work. "In this study, the form and shapes of two boxes Cell Bridge are modified to study for economy and better structural stability".

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Box cell, bridge box, Class A load, dead load, IRC, Earthquake Load etc.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In This Paper Soil Stabilization is one of the important requirements before construction of any road pavement specially in sub grade, it is a technique which improves the stability of weak soils. stabilization is carried out by using various binders which are mostly waste materials. Many times, the sub grade soil does not have good engineering properties so binders act as a stabilizing agent for improving the properties of soil. In the project the waste product used is Sugarcane press mud. Sugarcane press mud is compressed sugar industry waste produced during filtration of cane juice which is contains micro nutrients (calcium, sulphur, magnesium and Iron) and macro- nutrients (nitrogen, phosphorus and potash). Sugarcane press mud is a sustainable, easily available and low-cost soil stabilizer used for improving soil properties. For the purpose of soil stabilization virgin soil is mixed with the stabilizing agent (i.e., press mud) by using water. To investigate the resulting improvement in soil strength is carried out by using California bearing ratio, Atterberg's limit test, Un-confined compressive test, Specific gravity test, Sieve Analysis, Modified proctor test carried out by addition of 5%, 7.5%, 10%, 12.5%, 15% of press mud to soil samples. The results obtained were satisfactory for improving the soil strength at 15% addition of sludge. Keywords: Lime, Bamboo Fibre, California Bearing Ratio, Unconfined Compressive strength, Modified Proctor, Black Cotton Soil, Pavement design.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Lime stabilizationPress mud (PM)StrengthShrink-swell

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The portrayal of beauty standards in media significantly influences societal perceptions of body image and happiness, particularly among college girls, a crucial demographic group undergoing formative personal and social development. Reviewing existing literature highlight the prevalence of the significant influence of media, especially digital editing, on perpetuating unrealistic beauty standards, leading to negative body image outcomes among women. This study explores how media portrayal of beauty standards impacts college girls' perceptions of body image and happiness across various socio-educational backgrounds. Through examining opinions of college girls from different study groups--urban vs. rural, government vs. private colleges, and undergraduate vs. postgraduate levels--the research aims to understand how diverse environments shape attitudes towards media-driven beauty standards. Findings suggest a pervasive influence of media on college girls' perceptions of beauty and happiness, irrespective of their backgrounds. The study underscores the importance of targeted interventions to address the potentially negative impact of media on college girls' well-being and highlights the need for further research in this area.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Media Portrayals, College Girls, Beauty Standards, Body Image, Happiness

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Mobile adhoc network (MANET ) are one of the fastest growing areas of research.They are an attractive technology for many applications such as rescue and tactical operations,due to the flexibility provided by their dynamic infrastructure.In this paper, we provide Machine Learning approach which is used to identify the black-hole attack in manet.we are using simulator for different parameters which is delay routing overhead and packet loss ratio.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Manet, AODV, Machine Learning

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The widespread use of digital images in online social networking sites has sparked concerns about the susceptibility to image tampering, which can compromise security and privacy by distorting content. ImageShield, a deep learning solution aimed at enhancing resistance to image tampering and enabling lossless recovery. ImageShield integrates multiple modules through multitask learning, ensuring image integrity and authenticity. It applies a vaccine to uploaded images,maintaining alignment with the original. Forward pass transformation generates an immunized version, crucial for consistency. In cases of tampering, a localizer module identifies altered areas using a tamper mask. The backward pass, utilizing Run-Length Encoding, deciphers hidden perturbations, enabling lossless recovery of the original image. Real-world experiments confirm ImageShield's effectiveness in tamper localization and content restoration, offering a promising solution for social networking image tampering, thus reshaping image security and privacy in the digital era.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Image Tampering Detection, Deep Learning,Lossless Recovery, Multitask Learning, Content Restoration

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Cloud computing has gained significant traction across academia and industry, offering benefits to both providers and users. However, this surge in adoption has brought about numerous security challenges. This study presents an innovative security assessment and enforcement tool, CloudSafe, designed to automate security evaluations and implement robust security controls within cloud environments. Through a comprehensive analysis of various security tools, CloudSafe aims to streamline security management processes. The tool was tested in an Amazon AWS environment, showcasing its effectiveness in assessing security posture and recommending optimal countermeasures. Specifically, the study delves into the feasibility of implementing key security measures such as Vulnerability Patching, Virtual Patching, Network Hardening, and Moving Target Defense. The findings underscore the practicality and efficiency of CloudSafe in assisting security administrators in safeguarding cloud infrastructures against evolving threats.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Cloud computing, Security assessment, Cloud-Safe, Security controls.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In today's digital age, social media has become an integral part of marketing strategies for businesses across various industries. This paper explores the profound influence of social media platforms on sales and marketing effectiveness. Through a comprehensive review of existing literature, this study examines the ways in which social media facilitates customer engagement, brand awareness, and ultimately drives sales conversions. The first section delves into the role of social media in building brand visibility and fostering customer relationships. It explores how platforms such as Facebook, Instagram, Twitter, and LinkedIn provide opportunities for businesses to interact with their target audience in real-time, share valuable content, and humanize their brands. Additionally, the paper discusses the significance of user-generated content and influencer marketing in amplifying brand reach and credibility. Furthermore, the study analyzes the impact of social media analytics tools in measuring marketing performance and gaining insights into consumer behavior. It highlights the importance of data-driven decision-making in optimizing marketing campaigns, identifying market trends, and enhancing customer targeting. Moreover, the paper addresses the challenges associated with social media marketing, including maintaining brand consistency across different platforms, managing online reputation, and navigating algorithm changes. It also discusses strategies for mitigating these challenges and maximizing the effectiveness of social media efforts.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

"IMPACT OF SOCIAL MEDIA ON SALES AND MARKETING EFFECTIVENESS"

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The fundamental idea behind food security is to guarantee that everyone has access to essential foods for an active and healthy life at all times. It is defined by the food's stability, accessibility, use, and availability. The UN has set "Zero Hunger" as the second Sustainable Development Goal for 2030. India has a serious hunger level and is ranked 107th out of 121 nations in the 2022 Global Hunger Index. "Food and nutritional security in human life cycle approach by ensuring access to adequate quantity of quality food at affordable prices to people to live a life with dignity" is the stated goal of the 2013 National Food Security Act (NFSA) of India. The eastern Indian state of Odisha has frequently made news in the past because of incidences of starvation and hunger that result in deaths from starvation. Although the state has made significant progress in addressing the issue, it is more severe in the western regions of the state, where the frequency of these instances is particularly high. In light of this, the current empirical study--which aims to concentrate on the Act's implementation in an underdeveloped district in the Indian state of Odisha--is extremely important.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Food Security, NFSA, Odisha, PDS, Nutrition, Ration Card

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The science and practices surrounding the collection, identification, and evaluation of adverse event data are known as pharmacovigilance. Pharmacovigilance's primary goal is to assess a drug's benefit-risk profile in order to improve its efficacy and safety for patient usage. Pharmacovigilance, which gives information regarding adverse drug reactions observed in patients, is crucial to the judicious use of drugs. The Indian pharmaceutical sector ranks third globally in terms of volume and thirteenth globally in terms of value. Local regulators do not yet require a real-time updating of a drug's cumulative safety profile, despite the global focus on the Development Safety updating Report. Attention must be paid to issues including the need for disclosing general trial results, pregnancy disclosure, and the lax deadline for incidents that result in death or serious injury. Lastly, it is imperative that comprehensive local pharmacovigilance guidelines be developed in accordance with international standards.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Clinical trials, Pharmacovigilance, Eudravigilance, challenches, Future Directions, good Pharmacovigilance Practices, Cohort study,

  License

Creative Commons Attribution 4.0 and The Open Definition