Security techniques for intelligent spam sensing and anomaly detection in online social platforms

Aldwairi, Monther; Tawalbeh, Lo’ai

doi:10.11591/ijece.v10i1.pp275-287

Cited by 13 publications

(11 citation statements)

References 35 publications

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“…Weak protocols and policies, their inappropriate documentation [64] too are responsible for a non-robust framework. Since 2008, well-developed phishing techniques provoked the individuals to share their sensitive data [65], 5G shall bring about several revolutionary changes in the way we use IoT systems, applications and solutions. It shall change the way in which IoT is used in every sector including education.…”

Section: Iot In Educationmentioning

confidence: 99%

Blockchain and IoT Technology in Transformation of Education Sector

Agarwal

Idrees

2021

Int. J. Onl. Eng.

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Technology has impacted every field of life, and Education sector is no exception. It has seen seismic changes off-late. The traditional classroom teaching-learning process involved teachers and students using the black-board approach. But, the past years have seen a change in dynamics of this process. Technology has crept in and has profoundly changed it for better. On one hand, when traditional classrooms had teachers, students and books as players, the current classroom has teachers, students, robots, e-books, laptops and books as the players. Today’s classrooms have enabled the teaching-learning process cross boundaries in the form of e-lectures and tutorials. Massive amount of Information is readily available for the process. Also, a shift from “Teacher-centric” to “Student Centric” can be seen in the current scenario. Several technologies have been key-players in revolutionizing the education sector, but the focus of this paper is concentrated in exploiting the applications of Blockchain and IoT in the sector and identifying the areas where they prove to be beneficial. An extensive literature survey shall be done to understand, and identify how these technologies are a solution to major educational problems. The teaching learning process needs to be understood with respect to various parameters: change in process, change in players, change in outcomes derived, and others. The associated challenges shall also be identified. A detailed analysis of these enables us to conclude that these technologies, can revolutionize the education sector for better in future, particularly Blockchain is young, but, owing to the benefits derived from it, further research and adoption shall for surely change the teaching-learning process.

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Section: Iot In Educationmentioning

confidence: 99%

Blockchain and IoT Technology in Transformation of Education Sector

Agarwal

Idrees

2021

Int. J. Onl. Eng.

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“…Signal power analysis of the seasonal component for a decomposition frequency P enables the identification of regular movements of use, as well as identification of interaction rhythm impact on observations marked by continuity of signal [37,38]. The signal energy of the OSNs interactions expressed in ( 9) combined with the SNR gives a new time series (10).…”

Section: Osns Ativities Analysismentioning

confidence: 99%

“…Access to these platforms raises many issues regarding the level of users' privacy protection [9] which influences OSNs' behavior. In [10] social graphs and weighted weights are employed to detect suspicious actions of certain communities and to prevent cyber-attacks before they occur. The reliability of information is an important parameter in user interactions.…”

Section: Introductionmentioning

confidence: 99%

Characterizing user behavior in online social networks: Analysis of the regular use of Facebook

Idrais

Moudene

Sabour³

2021

IJECE

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The analysis of user behaviour in online social networks (OSNs) is one of the important research interests related to human-computer interactions. OSNs gives a large space to share news with no limits around the world and allows user to benefit from properties of this interactive and dynamic system. The study of user behaviour on a social and popular platform characterized by the use of new technologies requires to understand and the analysis of collective behaviour on Facebook. This paper aims to analyse the usage patterns in OSNs using the visible interactions of Facebook, by studying the time of activity and the evolution of human behaviour through a process of detection of visible and non-volatile interactions. In the first step, we perform a data collection process based on breadth first search algorithm (BFS) and semi-supervised crawler agent. In the second step, we build an interaction quantification process to measure users’ activities and analysis related time series. The study of the frequency of periodic use has shown that the communities monitored follow a weekly rhythm that decreases over time to reach a frequency of daily use, which reflects a stability of activities and a case of dependency of use.

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“…If confidential data is stored not on the phone but on the server of the mobile operator, then operative access to confidential data should be allowed only from the mobile phone using an application that does not have caching, since "caching is a vulnerability that allows the leaked confidential information stored on the phone" [31]. Although he believes that this risk can be reduced using artificial intelligence, that let add adaptability and error resistance when using high-speed computing [32]. This brings into question the reliability of operators.…”

Section: Standards In the Field Of Mobile Connection Information Secumentioning

confidence: 99%

The protect mobile user data in Russia

Zharova¹

2020

IJECE

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This paper studies the issue the information security for smartphone users in Russia. The report analyses the regulations the state uses to prevent undeclared functionality and malicious programs in mobile phones in Russia; the law enforcement practice in this area; the responsibility of legal entities, officials and persons for non-compliance with the requirements for standardization, ensuring information security and violation of declaration of conformity. The paper develops proposals to improve state regulation of undeclared functionality of mobile devices providing the collection of information, including confidential data. The report discusses specific ethical issues related to privacy, including matters relating to compensation for damage resulting from the leakage of personal information and develops proposals for legal ensuring the information security of mobile phone users. The report first outlines the main actors, terms and concepts used in the report. Second the standards for mobile phone developers, although there is no guarantee of complete information security. In this case, the peculiarity of Russia is that standards used in the field of information security are voluntary. Third how law enforcement agencies protect the user community. In this case there is a potential danger that this may entail uncontrolled access of government agencies to confidential data.

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Security techniques for intelligent spam sensing and anomaly detection in online social platforms

Cited by 13 publications

References 35 publications

Blockchain and IoT Technology in Transformation of Education Sector

Blockchain and IoT Technology in Transformation of Education Sector

Characterizing user behavior in online social networks: Analysis of the regular use of Facebook

The protect mobile user data in Russia

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