Deception Detection on the Internet

نویسندگان

  • Xiaoling Chen
  • Rohan D. W. Perera
  • Ziqian Dong
  • Rajarathnam Chandramouli
  • K. P. Subbalakshmi
چکیده

This chapter provides an overview of techniques and tools to detect deception on the Internet. A classification of state-of-the-art hypothesis testing and data mining based deception detection methods are presented. A psycho-linguistics based statistical model for deception detection is also described in detail. Passive and active methods for detecting deception at the application and network layer are discussed. Analysis of the pros and cons of the existing methods is presented. Finally, the inter-play between psychology, linguistics, statistical modeling, network layer information and Internet forensics is discussed along with open research challenges.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Study on Deception Detection Based on Classification for Chinese Text

Deception detection on Chinese text is vital to the safety of people's life, the survival of enterprises and the stability of the country. The expansion of the Internet has significantly increased the amount of textual communication received and stored by individuals and organizations. Inundated with massive amounts of textual information transmitted through Computer-mediated Communication (CMC...

متن کامل

Looking without Seeing: Understanding the Detection of Internet Deception

An increasing number of consumers are victimized by deceptive practices over the Internet (e.g., frauds, misleading advertisements). This paper investigates (1) how consumers respond to the perception that an Internet store is deceptive, and (2) why this perception is often inaccurate, i.e. why consumers mistake a deceptive store for a clean one, or vice versa. To answer these questions we draw...

متن کامل

Phishing for Phools in the Internet of Things: Modeling One-to-Many Deception using Poisson Signaling Games

Strategic interactions ranging from politics and pharmaceuticals to e-commerce and social networks support equilibria in which agents with private information manipulate others which are vulnerable to deception. Especially in cyberspace and the Internet of things, deception is difficult to detect and trust is complicated to establish. For this reason, effective policy-making, profitable entrepr...

متن کامل

Honesty as the Best Policy? An Examination of Online Chatters’ Interpersonal Deception in Taiwan

With the advent of the Internet, the impact of online deception on interpersonal communication becomes intriguing. This study focuses on twenty online chatters in Taiwan with at least 2-year online chatting experience as research targets and employed qualitative interviews to solicit information about online interpersonal deception. It is found that (1) most interviewees reported that they had ...

متن کامل

Argument Formation in the Reasoning Process: Toward a Generic Model of Deception Detection

Research on deception detection has been mainly focused on two kinds of approaches. In one, people consider deception types and taxonomies, and use different counter strategies to detect and reverse deception. In the other, people search for verbal and non-verbal cues in the content of deceptive communication. However, general theories that study fundamental properties of deception which can be...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010