1,179 research outputs found

    Leveraging Conventional Internet Routing Protocol Behavior to Defeat DDoS and Adverse Networking Conditions

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    The Internet is a cornerstone of modern society. Yet increasingly devastating attacks against the Internet threaten to undermine the Internet\u27s success at connecting the unconnected. Of all the adversarial campaigns waged against the Internet and the organizations that rely on it, distributed denial of service, or DDoS, tops the list of the most volatile attacks. In recent years, DDoS attacks have been responsible for large swaths of the Internet blacking out, while other attacks have completely overwhelmed key Internet services and websites. Core to the Internet\u27s functionality is the way in which traffic on the Internet gets from one destination to another. The set of rules, or protocol, that defines the way traffic travels the Internet is known as the Border Gateway Protocol, or BGP, the de facto routing protocol on the Internet. Advanced adversaries often target the most used portions of the Internet by flooding the routes benign traffic takes with malicious traffic designed to cause widespread traffic loss to targeted end users and regions. This dissertation focuses on examining the following thesis statement. Rather than seek to redefine the way the Internet works to combat advanced DDoS attacks, we can leverage conventional Internet routing behavior to mitigate modern distributed denial of service attacks. The research in this work breaks down into a single arc with three independent, but connected thrusts, which demonstrate that the aforementioned thesis is possible, practical, and useful. The first thrust demonstrates that this thesis is possible by building and evaluating Nyx, a system that can protect Internet networks from DDoS using BGP, without an Internet redesign and without cooperation from other networks. This work reveals that Nyx is effective in simulation for protecting Internet networks and end users from the impact of devastating DDoS. The second thrust examines the real-world practicality of Nyx, as well as other systems which rely on real-world BGP behavior. Through a comprehensive set of real-world Internet routing experiments, this second thrust confirms that Nyx works effectively in practice beyond simulation as well as revealing novel insights about the effectiveness of other Internet security defensive and offensive systems. We then follow these experiments by re-evaluating Nyx under the real-world routing constraints we discovered. The third thrust explores the usefulness of Nyx for mitigating DDoS against a crucial industry sector, power generation, by exposing the latent vulnerability of the U.S. power grid to DDoS and how a system such as Nyx can protect electric power utilities. This final thrust finds that the current set of exposed U.S. power facilities are widely vulnerable to DDoS that could induce blackouts, and that Nyx can be leveraged to reduce the impact of these targeted DDoS attacks

    A Reaction Database for Small Molecule Pharmaceutical Processes Integrated with Process Information

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    This article describes the development of a reaction database with the objective to collect data for multiphase reactions involved in small molecule pharmaceutical processes with a search engine to retrieve necessary data in investigations of reaction-separation schemes, such as the role of organic solvents in reaction performance improvement. The focus of this reaction database is to provide a data rich environment with process information available to assist during the early stage synthesis of pharmaceutical products. The database is structured in terms of reaction classification of reaction types; compounds participating in the reaction; use of organic solvents and their function; information for single step and multistep reactions; target products; reaction conditions and reaction data. Information for reactor scale-up together with information for the separation and other relevant information for each reaction and reference are also available in the database. Additionally, the retrieved information obtained from the database can be evaluated in terms of sustainability using well-known “green” metrics published in the scientific literature. The application of the database is illustrated through the synthesis of ibuprofen, for which data on different reaction pathways have been retrieved from the database and compared using “green” chemistry metrics

    Why Don’t Judges Case Manage?

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    The problems of cost and delay experienced by parties seeking civil justice have been the subject of complaints for nearly one hundred years, going back to the days of Roscoe Pound. In the past few years, court leadership across the country has emphasized judicial case management as a significant tool for delivery of cost-effective, fair, and timely civil justice. The declining civil caseload has brought new urgency to these problems as evidence grows that litigants are deserting the civil justice system. Calls for case management to contain cost and delay have come from the Chief Justice of the United States, the Conference of Chief Justices, state bar and Supreme Court commissions, and the American Bar Association. The continuing demand for case management in virtually every lawyer survey, state bar commission, task force, and civil justice report over recent years evidences that judicial case management is not occurring on a day-to-day basis in today’s civil courtrooms. Notwithstanding broad calls for judicial case management, most judges still don’t case manage—if they did, calls for case management would not be persistent and relentless. If court leaders are going to rely on civil case management as a critical tool in improving civil justice, it is critical to understand how judges in everyday courtrooms view civil case management and how to best encourage its utilization. This thesis reports the results of an empirical investigation by survey into judicial attitudes among Florida circuit civil trial judges regarding utilization of case management in the handling of civil disputes in courts of general jurisdiction. The results of surveying Florida circuit judges demonstrate that the lack of widespread civil case management is less a deliberate choice due to resistance or philosophical objection than it is a product of the lack of a definition of what “civil case management” means and the scope of that task, a perceived lack of time and support, and a failure to incentivize its adoption through data sharing and performance measures. Through this research, I hope to provide one state’s perspective on this challenge to provide guidance to my state and others in implementing this cultural shift across civil justice

    Satirical News and Political Subversiveness: A Critical Approach to The Daily Show and The Colbert Report

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    Television shows like The Daily Show and The Colbert Report are often venerated for their satirical criticisms of mainstream media and for their pedagogical value as critical resources for political consciousness. The programs are said to provide interrogations of contemporary forms of power while fostering more active, collaborative and politically engaged audiences. This thesis interrogates such claims by introducing a critical reading of the shows. It engages in dialogue with scholars working within a Culturalist approach to media and politics by demonstrating the importance of a Marxist-inspired approach to the study of satire news. Attention is given to the political-economy of satirical programming with a specific focus on its kinship with mainstream news media. Equal consideration is given to the programs\u27 branding strategies, including savvy forms of \u27cool\u27 consumption and the commodification and exploitation of online fan-labor that increasingly complicate the shows\u27 pedagogical value

    A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions

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    Traditional recommendation systems are faced with two long-standing obstacles, namely, data sparsity and cold-start problems, which promote the emergence and development of Cross-Domain Recommendation (CDR). The core idea of CDR is to leverage information collected from other domains to alleviate the two problems in one domain. Over the last decade, many efforts have been engaged for cross-domain recommendation. Recently, with the development of deep learning and neural networks, a large number of methods have emerged. However, there is a limited number of systematic surveys on CDR, especially regarding the latest proposed methods as well as the recommendation scenarios and recommendation tasks they address. In this survey paper, we first proposed a two-level taxonomy of cross-domain recommendation which classifies different recommendation scenarios and recommendation tasks. We then introduce and summarize existing cross-domain recommendation approaches under different recommendation scenarios in a structured manner. We also organize datasets commonly used. We conclude this survey by providing several potential research directions about this field
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