PRACTICAL AND LIGHTWEIGHT DEFENSE AGAINST WEBSITE FINGERPRINTING
- Project Research
- 1-5 Chapters
- Abstract :
- Table of Content:
- Reference Style:
- Recommended for :
- NGN 3000
ABSTRACT
Website fingerprinting is a passive network traffic analysis technique which enables an adversary to identify the website a user visited despite encryption and the use of privacy services such as Tor. Several website fingerprinting defenses built on top of Tor have been put forth in an attempt to guarantee a user’s privacy by concealing trace features important to classification. However, a number of the best defenses incur a high bandwidth and/or latency overhead. To combat this, new defenses have sought to be both lightweight – i.e., introduce a small amount of bandwidth overhead – and zero-delay to real network traffic. This work introduces a novel zero-delay and lightweight website fingerprinting defense, titled BRO, which conceals the feature-rich front of a trace while still enabling the obfuscation of features deeper into the trace without spreading the padding budget thin. BRO schedules padding with a randomized beta distribution that can skew to both the extreme left and right, keeping the applied padding clustered to a finite portion of a trace. This work specifically targets deep learning based attacks, which continue to be among the most accurate website fingerprinting attacks. Results show that BRO is a formidable defense and decreases the accuracy of a state-of-the-art deep learning based attack while still providing protection against machine learning based attacks that is on par with other defenses.
Related Project Materials
ASSESSMENT OF THE PROJECT FAILURE IN PUBLIC AND PRIVATE PROJECTS
EXCERPT FROM THE STUDY
Construction projects in developing countries such as Nigeria requires much labour. Governments and Private organi...
AN ASSESSMENT OF INCIDENCE OF DROPOUTS IN SELECTED SECONDARY SCHOOLS IN RIVERSTATE AND ITS IMPLICATION FOR CURRICULUM DEVELOPMENT IN ADULT EDUCATION
Background Of Study
Education is the process by which individuals acquire the necessary knowledge, skil...
SUBJECT COMBINATION/CHOICES AND OCCUPATIONAL RELEVANCE
Background of the Study
In any contemporary society, the heart of the long process of preparing young p...
THE EFFECT OF WATER EXTRACT OF COLA NITIDA POD ON LIPOPROTEIN CONCENTRATIONS OF ALBINO WISTAR RATS
ABSTRACT
Cola nitida has been in use in the eastern parts of Nigeria for the management of certain ailments and as an aphrodisiac in the...
PATH ANALYTIC STUDY OF FACTORS AFFECTING ENTREPRENEURIAL INTENTION OF UNDERGRADUATE STUDENTS IN SOUTHWESTERN NIGERIA
ABSTRACT
The clamour for the inclusion of entrepreneurship in the curriculum of Nigerian universities has been on the increase. This grow...
EFFECTS OF SELECTED INSTRUCTIONAL METHODS ON STUDENTS’ ACHIEVEMENTS IN PRACTICAL ELECTRONICS WORKS IN ANAMBRA STATE TECHNICAL COLLEGES
Background to the Study
Globally, educational systems are under great pressure. It needs to adopt innovative methodolog...
EPIDEMIOLOGICAL STUDIES OF SCHISTOSOMIASIS IN JOS SOUTH LOCAL GOVERNMENT AREA, PLATEAU STATE, NIGERIA
Abstract
Schistosomiasis is a helminthic disease that affect many people all over the world causing illnesses that prevent people from fa...
SECURITY CHALLENGES AND ECONOMY OF THE NIGERIAN STATE
Abstract
This study examines security challenges and economy of the Nigerian state . Th...
AN ASSESSMENT INTO THE MANAGEMENT OF ACCOUNTING METHODS AS A TOOL FOR DECISION MAKING IN AN ORGANIZATION
BACKGROUND OF STUDY
Planning, organizing, staffing, directing, and managing are just a few of the task...
ASSESSMENT OF THE USE, COMPETENCE OF TEACHERS AND STUDENTS IN INFORMATION AND COMMUNICATION TECHNOLOGY IN TERTIARY INSTITUTIONS IN KADUNA STATE, NIGERIA
ABSTRACT
This research work assessed teacher and students‘ competence and the use of Information Communication Technology in Tertia...
