Data science

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Visible to the public TWC: Medium: Collaborative: DIORE: Digital Insertion and Observation Resistant Execution

Cloud computing allows users to delegate data and computation to cloud providers, at the cost of giving up physical control of their computing infrastructure. An attacker with physical access to the computing platform can perform various physical attacks, referred to as digital insertion and observation attacks, which include probing memory buses, tampering with memory, and cold-boot style attacks. While memory encryption can prevent direct leakage of data under digital observation, memory access patterns to even encrypted data may leak sensitive information.

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Visible to the public TWC: Medium: Collaborative: Towards Securing Coupled Financial and Power Systems in the Next Generation Smart Grid

For nearly 40 years, the United States has faced a critical problem: increasing demand for energy has outstripped the ability of the systems and markets that supply power. Today, a variety of promising new technologies offer a solution to this problem. Clean, renewable power generation, such as solar and wind are increasingly available. Hybrid and plug-in electric vehicles offer greater energy efficiency in transportation.

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Visible to the public TWC: Small: Assessing Online Information Exposure Using Web Footprints

This research project studies a new area of research - exposure detection - that is at the intersection of data mining, security, and natural language processing. Exposure detection refers to discovering components/attributes of a user's public profile that reduce the user's privacy. To help the public understand the privacy risks of sharing certain information on the web, this research project focuses on developing efficient algorithms for modeling how an adversary learns information using incomplete and schemaless public data sources.

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Visible to the public TC: Small: Secure the Electrical Power Grid: Smart Grid versus Smart Attacks

Growing energy demands and environmental concerns have significantly increased the interest of academia, industry, and governments in the development of a smart electric power grid. Security is one of the key aspects of power systems. The objective of this research is to advance methods of vulnerability analysis and to develop innovative responses to maintain the integrity of power grids under complex attacks (both cyber attacks and physical failures). This research will contribute to developing robust, secure, and reliable future smart grid systems.

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Visible to the public TC: Large: Collaborative Research: Facilitating Free and Open Access to Information on the Internet

This project develops methods to provide citizens information about technologies that obstruct, restrict, or tamper with their access to information. Internet users need an objective, independent, third-party service that helps them determine whether their Internet service provider or government is restricting access to content, specific protocols, or otherwise degrading service. Towards this goal, we are (1) monitoring attempts to block or manipulate Internet content and communications; and (2) evaluating various censorship circumvention mechanisms in real-world deployments}.

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Visible to the public Virtual Laboratory and Curriculum Development for Secure Mobile Computing

The "Virtual Laboratory and Curriculum Development for Secure Mobile Computing" project at the University of Texas at Dallas (UTD) will develop a set of courses and a virtual laboratory in mobile system security with an emphasis on securing smart phones. The courses that will be developed will include topics such as Android taint analysis using existing tools or development of new tools, scalable Android security threat analysis on applications (apps), and smart phone forensics.

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Visible to the public TWC: Small: Privacy Preserving Cooperation among Microgrids for Efficient Load Management on the Grid

Smart grid integrates sensors and communication infrastructure into the existing power grid to enable operational intelligence. The concept of microgrid is emerging in conjunction with the smart grid wherein small segments of the grid can be isolated into self-sufficient islands to feed their own demand load with their local energy, e.g., wind, solar.

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Visible to the public TWC: Small: Intelligent Malware Detection Utilizing Novel File Relation-Based Features and Resilient Techniques for Adversarial Attacks

Malware (e.g., viruses, worms, and Trojans) is software that deliberately fulfills the harmful intent of an attacker. It has been used as a major weapon by the cyber-criminals to launch a wide range of attacks that cause serious damages and significant financial losses to many Internet users. To protect legitimate users from these attacks, the most significant line of defense against malware is anti-malware software products, which predominately use signature-based methods to recognize threats.

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Visible to the public TWC: SBES: Small: Modeling the Economics of Search-Engine Manipulation

Many recent security attacks are financially motivated. Understanding how attackers monetize their activities is critical to combine technological, legal, and economic intervention to render certain classes of attacks unprofitable, and disincentivize miscreants from considering them.

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Visible to the public TWC: Medium: Collaborative: Measuring and Improving the Management of Today's PKI

The Public Key Infrastructure (PKI), along with the Secure Sockets Layer (SSL) and Transport Layer Security (TLS) protocols, are responsible for securing Internet transactions such as banking, email, and e-commerce; they provide users with the ability to verify with whom they are communicating online, and enable encryption of those communications. While the use of the PKI is mostly automated, there is a surprising amount of human intervention in management tasks that are crucial to its proper operation.