Detecting Computer Intrusions Using Behavioral Biometrics

نویسندگان

  • Ahmed Awad E. Ahmed
  • Issa Traoré
چکیده

In this paper we introduce the idea of using behavioral biometrics in intrusion detection applications. We present a new biometrics-based technique, which can be used to detect intrusion without the need for any special hardware implementation and without forcing the user to perform any special actions. The technique is based on using “keystroke dynamics” and “mouse dynamics” biometrics. We discuss the efficiency and applicability of such an approach.

برای دانلود رایگان 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 Early Detection of Cyber Security Threats using Structured Behavior Modeling

The rapid evolution of network intrusions has rendered traditional Intrusion Detection Systems (IDS) insufficient for cyber attacks such as the Advanced Persistent Threats (APT), which are sophisticated and enduring network intrusion campaigns comprising multiple imperceptible steps of malicious cyber activities. Dealing with such elaborated network intrusions calls for novel and more proactive...

متن کامل

Online Behavioral Analysis and Modeling Methodology (OBAMM)

This paper introduces a novel method of tracking user computer behavior to create highly granular profiles of usage patterns. These profiles, then, are used to detect deviations in a users' online behavior, detecting intrusions, malicious insiders, misallocation of resources, and out-of-band business processes. Successful detection of these behaviors significantly reduces the risk of leaking se...

متن کامل

Data Mining for Cyber Security

This chapter provides an overview of the Minnesota Intrusion Detection System (MINDS), which uses a suite of data mining based algorithms to address different aspects of cyber security. The various components of MINDS such as the scan detector, anomaly detector and the profiling module detect different types of attacks and intrusions on a computer network. The scan detector aims at detecting sc...

متن کامل

Detecting Anomalous and Unknown Intrusions Against Programs

The ubiquity of the Internet connection to desktops has been both boon to business as well as cause for concern for the security of digital assets that may be unknowingly exposed. Firewalls have been the most commonly deployed solution to secure corporate assets against intrusions, but rewalls are vulnerable to errors in con guration, ambiguous security policies, data-driven attacks through all...

متن کامل

New Approach for Detecting Intrusions

This paper describes how multi-agent systems can help to solve a complex problem such as security and more precisely intrusion detection. Intrusion Detection System (I.D.S) is a component of the security infrastructure designed to detect violations of security policy. Most of the intrusions can be localized either by considering of models "pattern" of user activities (non-behavioral approach) o...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2005