Spam 2.0 State of the Art
نویسندگان
چکیده
Spam 2.0 is defined as the propagation of unsolicited, anonymous, mass content to infiltrate legitimate Web 2.0 applications. A fake eye-catching profile in social networking websites, a promotional review, a response to a thread in online forums with unsolicited content, or a manipulated Wiki page are examples of Spam 2.0. In this paper, the authors provide a comprehensive survey of the state-of-the-art, detectionbased, prevention-based and early-detection-based Spam 2.0 filtering methods.
منابع مشابه
A Survey on Web Spam and Spam 2.0
In current scenario web is huge, highly distributive, open in nature and changing rapidly. The open nature of web is the main reason for rapid growth but it has imposed a challenge to Information Retrieval. The one of the biggest challenge is spam. We focus here to have a study on different forms of the web spam and its new variant called spam 2.0, existing detection methods proposed by differe...
متن کاملFeature-based Malicious URL and Attack Type Detection Using Multi-class Classification
Nowadays, malicious URLs are the common threat to the businesses, social networks, net-banking etc. Existing approaches have focused on binary detection i.e. either the URL is malicious or benign. Very few literature is found which focused on the detection of malicious URLs and their attack types. Hence, it becomes necessary to know the attack type and adopt an effective countermeasure. This pa...
متن کاملA Critical Analysis of Financial Fraud Spam in English in Terms of Persuasive Strategies: Personalization, Presupposition, and Lexical Choices
The term ‘spam’ addresses unsolicited emails sent in bulk; therefore, the term‘financial fraud spam’ refers to unwanted bulk emails in which different tricks and techniques areemployed to swindle money from the recipients. Estimates show that more than 80% of worldwideemail traffic in 2011 was spam. It should be noted that while the number of daily spam emails in2002 was 2.4 billion, this numbe...
متن کاملWeb Spam: a Survey with Vision for the Archivist
While Web archive quality is endangered by Web spam, a side effect of the high commercial value of top-ranked search-engine results, so far Web spam filtering technologies are rarely used byWeb archivists. In this paper we make the first attempt to disseminate existing methodology and envision a solution for Web archives to share knowledge and unite efforts in Web spam hunting. We survey the st...
متن کاملRule-Based On-the-fly Web Spambot Detection Using Action Strings
Web spambots are a new type of internet robot that spread spam content through Web 2.0 applications like online discussion boards, blogs, wikis, social networking platforms etc. These robots are intelligently designed to act like humans in order to fool safeguards and other users. Such spam content not only wastes valuable resources and time but also may mislead users with unsolicited content. ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- IJDCF
دوره 4 شماره
صفحات -
تاریخ انتشار 2012