This paper presents a survey on recent advances in honeypot research from a review of 80+ papers on honeypots and related topics mostly published after year 2005. This paper summarizes 60 papers that had significant contribution to the field. In reviewing the literature, it became apparent that the research can be broken down into five major areas: new types of honeypots to cope with emergent new security threats, utilizing honeypot output data to improve the accuracy in threat detections, configuring honeypots to reduce the cost of maintaining honeypots as well as to improve the accuracy in threat detections, counteracting honeypot detections by attackers, and legal and ethical issues in using honeypots. Our literature reviews indicate that the advances in the first four areas reflect the recent changes in our networking environments, such as those in user demography and the ways those diverse users use new applications. Our literature reviews on legal and ethical issues in using honeypots reveals that there has not been widely accepted agreement on the legal and ethical issues about honeypots, which must be an important agenda in future honeypot research.
This paper compares ad hoc on-demand distance vector (AODV), dynamic source routing (DSR) and wireless routing protocol (WRP) for MANETs to distance vector protocol to better understand the major characteristics of the three routing protocols, using a parallel discrete event-driven simulator, GloMoSim. MANET (mobile ad hoc network) is a multi-hop wireless network without a fixed infrastructure. Following are some of our key findings: (1) AODV is most sensitive to changes in traffic load in the messaging overhead for routing. The number of control packets generated by AODV became 36 times larger when the traffic load was increased. For distance vector, WRP and DSR, their increase was approximately 1.3 times, 1.1 times and 7.6 times, respectively. (2) Two advantages common in the three MANET routing protocols compared to classical distance vector protocol were identified to be scalability for node mobility in end-to-end delay and scalability for node density in messaging overhead. (3) WRP resulted in the shortest delay and highest packet delivery rate, implying that WRP will be the best for real-time applications in the four protocols compared. WRP demonstrated the best traffic scalability; control overhead will not increase much when traffic load increases.
To improve the performance of students in a required core course in computing, we added a voluntary “boot camp” crash course in the first week of the semester. The boot camp students did remarkably better in the course. Using collected data from two semesters (252 students of which 73 voluntarily enrolled in boot camp), we used observational study with matched sampling to evaluate the effectiveness of the boot camp. We were able to show, with a high degree of confidence, that the boot camp had a direct benefit on freshman and sophomore students and/or students with a higher than average external load.
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