5818682
Towards an integrated multimedia service hosting overlay
With the proliferation of multimedia data sources on the Internet, we envision an increasing demand for value-added and function-rich multimedia services that transport, process, and analyze multimedia data on behalf of end users. More importantly, multimedia services are expected to be easily accessible and composable by users. In this paper, we propose MSODA, a service-oriented platform that hosts a wide spectrum of media services provided by different parties. From the user's point of view, MSODA is a shared "market" for media service access and composition. For a media service provider, MSODA creates a virtual dedicated environment for service deployment and management. Finally, the underlying MSODA middleware performs the key functions of service composition, configuration, and mapping for users. We discuss key challenges in the design of MSODA and present preliminary results towards its full realization.
18153606
Virtual distributed environments in a shared infrastructure
We have developed a middleware system that integrates and extends virtual machine and virtual network technologies to support mutually isolated virtual distributed environments in shared infrastructures like the grid and the PlanetLab overlay infrastructure. Integrating virtual network and on-demand virtual machine creation and customization technologies makes virtual distributed environments a reality. The Violin-based middleware system integrates and enhances such technologies to create virtual distributed environments.
7279689
An Architectural Approach to Preventing Code Injection Attacks
Code injection attacks, despite being well researched, continue to be a problem today. Modern architectural solutions such as the execute-disable bit and PaX have been useful in limiting the attacks; however, they enforce program layout restrictions and can oftentimes still be circumvented by a determined attacker. We propose a change to the memory architecture of modern processors that addresses the code injection problem at its very root by virtually splitting memory into code memory and data memory such that a processor will never be able to fetch injected code for execution. This virtual split memory system can be implemented as a software-only patch to an operating system and can be used to supplement existing schemes for improved protection. Furthermore, our system is able to accommodate a number of response modes when a code injection attack occurs. Our experiments with both benchmarks and real-world attacks show the system is effective in preventing a wide range of code injection attacks while incurring reasonable overhead.
6781814
"Out-of-the-Box" Monitoring of VM-Based High-Interaction Honeypots
Honeypot has been an invaluable tool for the detection and analysis of network-based attacks by either human intruders or automated malware in the wild. The insights obtained by deploying honeypots, especially high-interaction ones, largely rely on the monitoring capability on the honeypots. In practice, based on the location of sensors, honeypots can be monitored either internally or externally. Being deployed inside the monitored honeypots, internal sensors are able to provide a semantic-rich view on various aspects of system dynamics (e.g., system calls). However, their very internal existence makes them visible, tangible, and even subvertible to attackers after break-ins. From another perspective, existing external honeypot sensors (e.g., network sniffers) could be made invisible to the monitored honeypot. However, they are not able to capture any internal system events such as system calls executed. 
 
It is desirable to have a honeypot monitoring system that is invisible, tamper-resistant and yet is capable of recording and understanding the honeypot's system internal events such as system calls. In this paper, we present a virtualization-based system called VMscope which allows us to view the system internal events of virtual machine (VM)-based honeypots from outside the honeypots. Particularly, by observing and interpreting VM-internal system call events at the virtual machine monitor (VMM) layer, VMscope is able to provide the same deep inspection capability as that of traditional inside-the-honeypot monitoring tools (e.g., Sebek) while still obtaining similar tamper-resistance and invisibility as other external monitoring tools. We have built a proof-of-concept prototype by leveraging and extending one key virtualization technique called binary translation. Our experiments with real-world honeypots show that VMscope is robust against advanced countermeasures that can defeat existing internally-deployed honeypot monitors, and it only incurs moderate run-time overhead.
15335137
Automated Web Patrol with Strider HoneyMonkeys: Finding Web Sites That Exploit Browser Vulnerabilities
Internet attacks that use malicious web sites to install malware programs by exploiting browser vulnerabilities are a serious emerging threat. In response, we have developed an automated web patrol system to automatically identify and monitor these malicious sites. We describe the design and implementation of the Strider HoneyMonkey Exploit Detection System, which consists of a pipeline of “monkey programs” running possibly vulnerable browsers on virtual machines with different patch levels and patrolling the Web to seek out and classify web sites that exploit browser vulnerabilities. Within the first month of utilizing this system, we identified 752 unique URLs hosted on 288 web sites that could successfully exploit unpatched Windows XP machines. The system automatically constructed topology graphs based on traffic redirection to capture the relationship between the exploit sites. This allowed us to identify several major players who are responsible for a large number of exploit pages. By monitoring these 752 exploit-URLs on a daily basis, we discovered a malicious web site that was performing zero-day exploits of the unpatched javaprxy.dll vulnerability and was operating behind 25 exploit-URLs. It was confirmed as the first “inthe-wild”, zero-day exploit of this vulnerability that was reported to the Microsoft Security Response Center. Additionally, by scanning the most popular one million URLs as classified by a search engine, we found over seven hundred exploit-URLs, many of which serve popular content related to celebrities, song lyrics, wallpapers, video game cheats, and wrestling.
5799803
Protection mechanisms for application service hosting platforms
The application service hosting platform (ASHP) has recently received tremendous attention from both industry and academia. An ASHP provides a shared high-performance infrastructure to host different application services (AS), outsourced by application service providers (ASP). In this paper, we focus on the protection of ASHP which has inherent requirement of sharing, openness, and mutual isolation. In contrast to a dedicated server platform, which is analogous with a private house, an ASHP is like an apartment building, involving the 'host' - the ASHP infrastructure, and the 'tenants' - the AS. Strong protection and isolation must be provided between the host and the tenants, as well as between different tenants. Unfortunately, traditional OS architecture and mechanisms are not adequate to provide strong ASHP protection. In this paper we first make the case for a new OS architecture based on the virtual OS technology. We then present three protection mechanisms we have developed in SODA, our ASHP architecture. The mechanisms include: (1) resource isolation between AS; (2) virtual switching and firewalling between AS; and (3) kernelized intrusion detection and logging for each AS. For (3), we have developed a system called Kernort inside the virtual OS kernel. Kernort detects network intrusions in real-time and logs AS activities even when the AS has been compromised. Moreover for the privacy of AS, logs are encrypted by Kernort so that the 'landlord' (namely ASHP owner) cannot view them without authorization. We are applying SODA to iShare, an Internet-based distributed resource sharing platform.
38206015
A Scalable HLA-Based Distributed Simulation Framework for VR Application
HLA-based Distributed Simulation technology is employed widely in Virtual Reality (VR) applications, such as military simulation, internet games, roaming etc. To support larger number of participants, scalability is becoming a key issue of VR applications. In this paper, we explore the characteristics of distributed simulation, and analyze the scalability of servers and participants, and classify our approach to improve scalability of VR applications into three aspects: a three-tier node management mode to accommodate more participants, an efficient management of servers to manage scalable number of clients and software development interface to achieve reusability and interoperability of VR applications. We present our middleware platform, HIVE, providing a scalable HLA-based distributed simulation framework for VR applications, on which users can develop VR applications easily and quickly. Then we give the method and view of application integration with HIVE. Finally an experimental demo is given.
12509330
Approximate Information Flows: Socially-Based Modeling of Privacy in Ubiquitous Computing
In this paper, we propose a framework for supporting sociallycompatible privacy objectives in ubiquitous computing settings. Drawing on social science research, we have developed a key objective called the Principle of Minimum Asymmetry, which seeks to minimize the imbalance between the people about whom data is being collected, and the systems and people that collect and use that data. We have also developed Approximate Information Flow (AIF), a model describing the interaction between the various actors and personal data. AIF effectively supports varying degrees of asymmetry for ubicomp systems, suggests new privacy protection mechanisms, and provides a foundation for inspecting privacy-friendliness of ubicomp systems.
45958635
Micro power meter for energy monitoring of wireless sensor networks at scale
724770
Learning and inferencing in user ontology for personalized semantic web services
Domain ontology has been used in many Semantic Web applications. However, few applications explore the use of ontology for personalized services. This paper proposes an ontology based user model consisting of both concepts and semantic relations to represent users' interests. Specifically, we adopt a statistical approach to learning a semantic-based user ontology model from domain ontology and a spreading activation procedure for inferencing in the user ontology model. We apply the methods of learning and exploiting user ontology to a semantic search engine for finding academic publications. Our experimental results support the efficacy of user ontology and spreading activation theory (SAT) for providing personalized semantic services.
2194314
Shared protection based on matrix decomposition in tropical semi-rings
It is observed that the singular value decomposition (SVD) transformation based on min-plus algebra (or called tropical semi-rings) leads to a very good characteristic in zero underestimating the reconstructed matrix. This paper introduces a novel distributed control framework for shared protection in optical networks with reduced routing information based on the tropical semi-rings technique, called sharing with reduced information with tropical semi-rings (SRI-TROP). The design of the proposed framework aims to initiate a compromise between the amount of link-state dissemination and the performance impairment due to the incompleteness of routing information, such that the precision in the link-state matrix reconstruction can efficiently map to the reduction in blocking probability. Based on the framework, a series of novel schemes are proposed, which are verified and compared with the reported counterparts in a simulation. The simulation results show that the performance in terms of the precision in the reconstructed link-state and the resultant blocking probability can be significantly improved.