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Phishing attacks seriously threaten information privacy and security within the Internet of Things (IoT) ecosystem. Numerous phishing attack detection solutions have been developed for IoT; however, many of these are either not optimally efficient or lack the lightweight characteristics needed for practical application. This paper proposes and optimizes a lightweight deep-learning model for phishing attack detection. Our model employs a two-fold optimization approach: first, it utilizes the analysis of the variance (ANOVA) F-test to select the optimal features for phishing detection, and second, it applies the Cuckoo Search algorithm to tune the hyperparameters (learning rate and dropout rate) of the deep learning model. Additionally, our model is trained in only five epochs, making it more lightweight than other deep learning (DL) and machine learning (ML) models. The proposed model achieved a phishing detection accuracy of 91%, with a precision of 92% for the ’normal’ class and 91% for the ‘attack’ class. Moreover, the model’s recall and F1-score are 91% for both classes. We also compared our approach with traditional DL/ML models and past literature, demonstrating that our model is more accurate. This study enhances the security of sensitive information and IoT devices by offering a novel and effective approach to phishing detection.

This article discusses using students' analysis of media coverage of the March 2011 Japanese earthquake, tsunami and nuclear events to develop their knowledge and understanding of geological concepts and related socio-scientific issues. It draws on news reported at that time, identifies themes in those reports, and suggests how this event can be used as a context for learning and teaching part of the Australian curriculum (science) in Year 6 and Year 9. Critical analysis of the media coverage enhances students' scientific literacy, in particular synthesis, evaluation and analysis. Ideas for classroom implementation are discussed. [Author abstract]

O.J. Simpson, who backed out of one no-holds-barred TV interview, has now agreed to another - at an undetermined date, CNN said Wednesday. Greta Van Susteren, a lawyer who provided commentary during Simpson's murder trial, said she spoke for four hours with Simpson last weekend and he \"promised CNN an interview with no rules whatsoever.\" CNN spokesman Steve Haworth said the agreement with Simpson is verbal, not written. But CNN has \"no reason to believe\" that Simpson would back out, he said.

The CNN Effect examines the relationship between the state and its media, and considers the role played by the news reporting in a series of 'humanitarian' interventions in Iraq, Somalia, Bosnia, Kosovo and Rwanda. Piers Robinson challenges traditional views of media subservience and argues that sympathetic news coverage at key moments in foreign crises can influence the response of Western governments. 'A carefully crafted and thorough presentation … clear and insightful …Robinson has offered a thorough and thoughtful analysis.' – Political Communication

This project advances the existing theoretical work on the CNN effect, a claim that innovations in the speed and quality of technology create conditions in which the media acts as an independent factor with significant influence. It provides a novel interpretation of the factors that drove Western policy towards military intervention in this area.

This chapter shows how both traditional news outlets and the newer cable outlets have attempted to follow audiences' points of view in constructing the news by analyzing demands for gratification. It also presents a case study which tracks the development of the three major cable news networks, CNN, FNC, and MSNBC. These networks have blatantly used their content to chase after different portions of ideologically segmented audiences. Because of the nature of 24-hour news and the economics of cable, cable news providers are able to position themselves along an ideological continuum, appealing only to a segment of the broader audience. Not only do demands for ideologically gratifying news drive specific content on each channel, but the distribution of ideology in the public has driven the entire structure of the cable news market.

The recent retraction by Cable News Network and Time magazine of an explosive story about American forces using illegal nerve gas on U.S. defectors during the Vietnam War is a cautionary tale for all media. CNN produced the story to kick off the first installment of the news magazine show \"NewsStand: CNN & Time\" on June 7. Then Time ran the story without first subjecting the allegations to its own reporting and editing scrutiny.

Sony Electronics Inc. announced that CNN will be the first beta test site in the US for the newly announced Sony/EDS end-to-end digital asset management/archiving system. This system is composed of the Sony PetaSite mass storage library, Sony DTF tape drives, EDS's Media Vault software, and Avalon Archive Manager software.