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be the exception not the normal behavior However, since only negative information is exchanged, the system is vulnerable to false accusation of benign nodes by malicious nodes Unlike in CORE, even without collusion, malicious nodes bene t by falsely accusing benign nodes With collusion of malicious nodes, this problem can explode beyond control However, false praise attacks are prevented in CONFIDANT because no positive information is exchanged This eliminates the possibility of malicious nodes colluding to boost the survival time of one another Also, since negative information is shared between nodes, an adversary gets to know his situation and accordingly change his strategy This may not be desirable Sharing negative information in the open also introduces fear of retaliation which may force nodes to withhold their true ndings.



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Partnership formed with high-tech company to provide advanced information technology. There was great enthusiasm and a rush to get started. Performance of first beta test version was unacceptable response time was very slow. Project team of people from company and high-tech partner designed and built first version of system. Beta test system worked but did not generate much enthusiasm. There was no project breakthrough.

33

The vehicle shall have the capability to safely and comfortably transport a driver and four passengers ondemand to a destination 200 miles away during all weather conditions.





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In CONFIDANT, despite designing a complete reputation system, the authors have not explained how the actual reputation is computed and how it is updated using experienced, observed, and reported information Also, in CONFIDANT, nodes that are excluded will recover after a certain timeout This gives malicious nodes a chance to reenter the system and attack repeatedly unless they are revoked after a threshold number of reentries Failed nodes in CONFIDANT are treated like any other malicious node that is both good and bad It is good, because any node that is uncooperative should be punished, but it is bad because a genuine node may not be able to cooperate due to a temporary problem, and punishment may make it even worse Also, the authors have not provided any evidence to support their rationale behind differentiating rst-hand information as personal experience and direct observation and assigning them different weights 136.

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Humans unintentionally overcomplicate the performance and development speci cation requirements process. The formulation and development of a requirements statements involves three aspects: 1) content, 2) syntax, and 3) grammar. One of the most common problems in requirements statement development is that people attempt to perform all three of these aspects simultaneously. As a result, when you focus on syntax and grammar, you may lose focus on the content. One solution to this problem is to develop primitive requirements statements. Create Primitive Requirements Statements. Primitive requirements statements focus on the content of the requirement. The best way to develop primitives is to use a tabular approach such as the one illustrated in Table 33.2. Here, we assign a unique requirement ID SPS-136 to

Table 33.1 Example requirements attributes de nition approach for a car-driver system Requirement Statement Attribute Required use case capability Source of the action Expected outcome/results of the action Operating environment constraints Action response time Recipient(s) of the action Format of the action Transportation Vehicle Safe and comfortable travel to/from a planned destination All weather conditions, -30 F to +130 F On-demand; immediately available Driver and four passengers Seated Requirement Contents

3 Improved CONFIDANT Robust Reputation System Buchegger and Le Boudec [34] presented an improved version of CONFIDANT They called this A Robust Reputation System (RRS) The RRS was an improvement on CONFIDANT, introducing a Bayesian framework with Beta distribution to update reputation Unlike in CONFIDANT, the RRS uses both positive and negative reputation values in the second-hand information The RRS uses two different metrics: reputation and trust The reputation metric is used to classify other nodes as normal/misbehaving while the trust metric is used to classify other nodes as trustworthy/untrustworthy Whenever second-hand information is received from a node, the information is subjected to a deviation test If the incoming reputation information does not deviate too much from the receiving node s opinion, then the information is accepted and integrated Since the reporting node sent information the receiver sees as valid, the reporting node s trust rating is increased.

Table 33.2 Table for identifying primitive requirements Requirement ID SPS-136 Capability to Be Provided Capability 24 Relational Operators Boundary Constraints, Tolerances, or Conditions 50 pounds 68 Fahrenheit 25 Celsius 6 g s 6 nautical miles (NM) 25 Hertz (Hz) 10.000 volts dc +/- 0.010 volts dc Sea state 3 12 megabytes (Mb) Notes

Project was reorganized and reenergized. The project goal and system performance criteria were clarified. New project leader was put in charge.

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