PPT-Towards Online Spam Filtering in Social Networks

Hongyu Gao Yan Chen Kathy Lee Diana Palsetia and Alok Choudhary Lab for Internet and Security Technology LIST Department of EECS Northwestern University Background 2 Background. Fortunately online social networks and social media have made it easy for users to indicate whom they trust and whom they do not However this does not solve the problem since each user is only likely to know a tiny fraction of other users we must ha Xiaoxiao. . Xu. , and Dr. Arye Nehorai. Department of Electrical and Systems Engineering, Washington University in St. Louis. Email . has become one of the most important forms of communication. In 2013, there were about 180 billion emails sent per day worldwide and 65% of the emails sent were spam emails. Links in spam emails may lead to users to websites with malware or phishing schemes. Therefore, an effective spam filtering technology is a significant contribution to the sustainability of the cyberspace and to our society.. Juan (Susan) Pan. , Daniel Boston, and . Cristian. . Borcea. Department of Computer Science . New Jersey Institute of Technology. Pervasive. . social applications. Traditional social apps. Location-aware. Misstear. Spam Filtering. An Artificial Intelligence Showcase. What is Spam. Messages sent indiscriminately to a large number of recipients. We all hate it. Term attributed to a Monty Python skit. Legitimate messages sometimes referred to as “ham. Subvert Your Spam Filter. Blaine Nelson / Marco . Barreno. / . fuching. . Jack Chi / Anthony D. Joseph. Benjamin I. P. Rubinstein / . Udam. . Saini. / Charles Sutton / J.D. . Tygar. / Kai Xia. University of California, Berkeley. Sonia Jahid. Department of Computer Science. University of Illinois at Urbana-Champaign. March 10, . 2011. www.soniajahid.com. 2. Statistics. Privacy Issues. Research on Online Social Network security and privacy. . 1. Sai Koushik Haddunoori. Problem:. E-mail provides a perfect way to send . millions . of advertisements at no cost for the sender, and this unfortunate fact is nowadays extensively exploited by several . Principal Group Program Manager. Microsoft. Protect Your Organization with Exchange Online Protection (EOP). SPR203. How may I protect. my employees from spam and malware. my company from data loss. using Exchange . Protection overview. Wendy Wilkes. Senior Program . M. anager. Microsoft Corporation. OUC-B306. “. SaaS secure web and email gateways frequently provide efficiency and cost advantages, and a growing number of offerings are delivering an improved level of security that exceeds what most organizations can achieve with on-premises software or appliances. for . Exchange Deep Dive. Conor. Morrison. Senior Program Manager. Microsoft. SIM334. Agenda and Session Objectives. Agenda. Microsoft® Forefront™ Online Protection for Exchange (FOPE) Overview. FOPE Support and Service Level Agreements (SLAs). By . Vacha. Dave , . Saikat. . guha. and yin . zhang. Presenter: . Uddipan. . chatterjee. Key Ideas. Advertisement plays an important role in the promotion and sale of all products.. Click-spam is fraudulent process of getting the user to click on a link (leading to an ad) which they have no interest in.. Ralph Gross Alessandro Acquisti. Presenter: Chris Kelley. Outline. Motivation. Online Vs. Offline Networks. Online Social Networks - Privacy . Implications. Analysis. : The . Facebook.com. Patterns of information revelation and their privacy implications. By . Gianluca. . Stringhini. , . Christopher . Kruegel. and Giovanni . Vigna. Presented By Awrad Mohammed Ali. 1. Introduction.. The Popular Social Networks.. Data Collection.. Data Analysis.. Spam Bots Analysis.. Renato Francesco Giorgini . Evangelist IT Pro. RenatoFrancesco.Giorgini@microsoft.com. Agenda. Panoramica. Architettura. Funzionalità Anti-Spam. Funzionalità Anti-Virus. Policy Enforcment. Setup Iniziale.