This study provides the first causal analysis of the impact of expanding Computer Science (CS) education in U.S. K-12 schools on students' choice of college major and early career outcomes. Utilizing rich longitudinal data from Maryland, we exploit variation from the staggered rollout of CS...

When large numbers of alerts are reported by intrusion detection (ID) systems in very fine granularity, it prevents system administrators from handling the alerts effectively. This in turn degrades the usability of an intrusion detection system. Aside from detection, timely responses of...

Modern computing environments involve a multitude of components working in concert to provide services to users. Computer elements, network elements, operating systems, applications, users, etc. must to be constantly managed and controlled to prevent unintended or illegal accesses that could...

The Internet has become the standard infrastructure for all kinds of communications. At the same time, the emergence of cloud computing and web services has significantly strengthened requirements for the Internet to display greater robustness to disruptions and higher flexibility to support...

Machine learning has become one of the most active and exciting areas of computer science research, in large part because of its wide-spread applicability to problems as diverse as natural language processing, speech recognition, spam detection, search, computer vision, gene discovery, medical...

In an environment where privacy is an increasing concern to users that communicate through a public network, anonymity systems can play a fundamental role in helping safeguard users' identities. The peer-to-peer (P2P) architecture has emerged as a promising paradigm for designing large-scale...

Many applications require predicting not a just a single variable, but multiple variables that depend on each other. Recent attention has therefore focused on structured prediction methods, which combine the modeling flexibility of graphical models with the ability to employ complex, dependent...

Local area networks (LANs) provide links between computing devices, such as workstations, file servers, and printers, over a relatively small geographic area (usually within a single building or organization). While computer networks have existed for almost thirty years, networking technology...

Program dependences are syntactic relationships between program statements, which are used in several areas of computer science to obtain "approximate" information about semantic relationships between statements. There are two basic types of program dependences: control dependences, which are...

This study examines the design and development of computer-aided composition (CAC) software and its implications for Composition in general. The aims of the study were to identify the who and how of CAC software design and possibly construct models for CAC software development. In addition, the...