WebMar 1, 2024 · In this article, a state-of-the-art overview of phishing detection is shown using a systematic literature review methodology for … Our approach extracts and analyzes different features of suspected webpages for effective identification of large-scale phishing offenses. The main contribution of this paper is the combined uses of these feature set. For improving the detection accuracy of phishing webpages, we have proposed eight new … See more List-based phishing detection methods use either whitelist or blacklist-based technique. A blacklist contains a list of suspicious domains, URLs, and IP addresses, which are used to validate if a URL is fraudulent. … See more Due to the limited search engine and third-party methods discussed in the literature, we extract the particular features from the client side in our approach. We have introduced eleven … See more Data mining techniques have provided outstanding performance in many applications, e.g., data security and privacy20, game theory21, blockchain systems22, … See more The overall architecture of the proposed approach is divided into three phases. In the first phase, all the essential features are extracted and HTML source code will be crawled. The second phase applies feature vectorization … See more
SimCSE for Encrypted Traffic Detection and Zero-Day Attack Detection …
WebMar 9, 2024 · This was up 46% from the 182,465 for the second quarter, and almost double the 138,328 seen in the fourth quarter of 2024. The number of unique phishing e-mails reported to APWG in the same … WebPhishing Attacks Detection using Machine Learning and Deep Learning Models Abstract: Because of the fast expansion of internet users, phishing attacks have become a significant menace where the attacker poses as a trusted entity in order to steal sensitive … black \u0026 white abstract textures
An intelligent cyber security phishing detection system ... - Springer
WebMar 25, 2024 · Detection of phishing attacks. Abstract: Phishing is a form of cybercrime where an attacker imitates a real person / institution by promoting them as an official person or entity through e-mail or other communication mediums. In this type of cyber attack, … WebMay 14, 2024 · Various anti-phishing techniques have been developed to solve the problem of phishing attacks. This paper focuses on separating important emails from spam. ... 2024:1–11. doi: 10.1007/s10586-022-03594-3 ... Mukkamala, S., Sung, A.H.: Detection … Web300k-400k telephone-oriented attack delivery attempts were made daily, with a peak of 600k per day in August 2024. Direct financial loss from successful phishing increased by 76% in 2024. 75 million threats - around 1 in 10 - were blocked because of user … fox in socks activity preschool