Tanjim Ul Haque, Nudrat Nawal Saber, Faisal Muhammad Shah
The world we see nowadays is becoming more digitalized. In this digitalized world e-commerce is taking the ascendancy by making products available within the reach of customers where the customer doesn't have to go out of their house. As now a day's people are relying on online products so the impor...
M. F. Mridha, Ashfia Jannat Keya, Md. Abdul Hamid, Muhammad Mostafa Monowar et al.
A protuberant issue of the present time is that, organizations from different domains are struggling to obtain effective solutions for detecting online-based fake news. It is quite thought-provoking to distinguish fake information on the internet as it is often written to deceive users. Compared wit...
Junaed Younus Khan, Md. Tawkat Islam Khondaker, Sadia Afroz, Gias Uddin et al.
The proliferation of fake news and its propagation on social media has become a major concern due to its ability to create devastating impacts. Different machine learning approaches have been suggested to detect fake news. However, most of those focused on a specific type of news (such as political)...
Mohammad Rezwanul, Ahmad Ali, A. S.A. Rahman
Millions of users share opinions on various topics using micro-blogging every day. Twitter is a very popular micro-blogging site where users are allowed a limit of 140 characters; this kind of restriction makes the users be concise as well as expressive at the same time. For that reason, it becomes ...
Mohammad Nazmul Alam, Dhiman Sarma, Farzana Firoz Lima, Ishita Saha et al.
Evolving digital transformation has exacerbated cybersecurity threats globally. Digitization expands the doors wider to cybercriminals. Initially cyberthreats approach in the form of phishing to steal the confidential user credentials. Usually, Hackers will influence the users through phishing in or...
Abdullah All Tanvir, Ehesas Mia Mahir, Saima Akhter, Mohammad Rezwanul Huq
Social media interaction especially the news spreading around the network is a great source of information nowadays. From one's perspective, its negligible exertion, straightforward access, and quick dispersing of information that lead people to look out and eat up news from internet-based life. Twi...
Umar Islam, Ali Muhammad, Rafiq Mansoor, Md Shamim Hossain et al.
Cyberattacks can trigger power outages, military equipment problems, and breaches of confidential information, i.e., medical records could be stolen if they get into the wrong hands. Due to the great monetary worth of the data it holds, the banking industry is particularly at risk. As the number of ...
Jim Samuel, Md. Mokhlesur Rahman, G. G. Md. Nawaz Ali, Ek Esawi et al.
Along with the Coronavirus pandemic, another crisis has manifested itself in the form of mass fear and panic phenomena, fueled by incomplete and often inaccurate information. There is therefore a tremendous need to address and better understand COVID-19's informational crisis and gauge public sentim...
F. M. Javed Mehedi Shamrat, Sovon Chakraborty, Mubashir Imran, Jannatun Naeem Muna et al.
The pandemic has taken the world by storm. Almost the entire world went into lockdown to save the people from the deadly COVID-19. Scientists around the around have come up with several vaccines for the virus. Amongthem, Pfizer, Moderna, and AstraZeneca have become quite famous. General people howev...
Mohammad Aman Ullah, Syeda Maliha Marium, Shamim Ara Begum, Nibadita Saha Dipa
People nowadays use emoticons in their text increasingly in order to express their feelings or recapitulate their words. Earlier machine learning techniques only involve the classification of text, emoticons or images solely where emoticons with text have always been neglected, thus ignored lots of ...
Mohammad Masum, Md Jobair Hossain Faruk, Hossain Shahriar, Kai Qian et al.
Malicious attacks, malware, and ransomware families pose critical security issues to cybersecurity, and it may cause catastrophic damages to computer systems, data centers, web, and mobile applications across various industries and businesses. Traditional anti-ransomware systems struggle to fight ag...
Zulfikar Alom, Barbara Carminati, Elena Ferrari
Social networking platforms have become a popular way for Internet surfers to meet and interact. Twitter is one of the most popular social networking platforms where users can read the news, share ideas, discuss social issues, as well as stay in touch with friends and families. Due to its huge popul...
Estiak Ahmed Emon, Shihab Rahman, Joti Banarjee, Amit Kumar Das et al.
Day by day, Social media sites, online news portals and blogs commenting sections are getting saturated with abusive contents in Bangladesh. Detecting different types of abusive contents in online will not only improve these websites discussion sections but will also ensure user's safety. In this pa...
Rezaul Haque, Naimul Islam, Mayisha Tasneem, Amit Das
Multi-class Sentiment Analysis (SA) is an important field of computational linguistics that extracts multiple opinions expressed in a text using NLP and text-mining techniques. Existing research on multi-class SA in the Bengali language is directed towards ternary classification with unsatisfactory ...
Sumitra Das Guptta, Khandaker Tayef Shahriar, Hamed Alqahtani, Dheyaaldin Alsalman et al.
In this paper, we mainly present a machine learning based approach to detect real-time phishing websites by taking into account URL and hyperlink based hybrid features to achieve high accuracy without relying on any third-party systems. In phishing, the attackers typically try to deceive internet us...