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Imаgine а newly deplоyed, internet-fаcing web applicatiоn designed tо manage and display real-time environmental sensor data. This application features user authentication, data visualization dashboards, and an API endpoint for authorized third-party integrations. Focusing solely on CAPEC-153: Input Data Manipulation and CAPEC-272: HTTP Parameter Pollution (HPP), analyze how a threat actor could leverage these specific attack patterns to exploit vulnerabilities within this environmental sensor data application. Your answer should incorporate: Clearly articulate the mechanisms by which each of the provided CAPEC attack patterns (CAPEC-153 and CAPEC-272) could be executed against the described application. Detail the potential impact of a successful exploitation of each attack pattern on the confidentiality, integrity, and availability of the application and its data. Discuss the relationship and potential synergy between these two attack patterns in the context of this application. Could one facilitate or amplify the success of the other? Explain your reasoning. Reference Files: https://capec.mitre.org/data/definitions/153.html https://capec.mitre.org/data/definitions/460.html       Criterion Excellent (Full Points) Good (Partial Points) Needs Improvement (Few or No Points) Points 1. Mechanism of CAPEC-153 Attack (10 points) Clearly and accurately explains how Input Data Manipulation could be executed against the environmental sensor application (e.g., manipulating user inputs, corrupting data). Partially explains the mechanism but lacks clarity or misses minor details (e.g., mentions input tampering but not specific examples like JSON payloads). Misunderstands or vaguely describes how CAPEC-153 would be used. Little or no connection to the application context. /10 2. Mechanism of CAPEC-460 Attack (10 points) Clearly and accurately explains how HTTP Parameter Pollution could be executed, using a correct example (e.g., multiple "value" parameters) and explaining its effects. Describes HTTP Parameter Pollution but with some inaccuracies, vague examples, or a weaker connection to the application. Misunderstands HPP or fails to tie it back to the application. /10 3. Impact Analysis (10 points) Thoroughly identifies and connects impacts (Confidentiality, Integrity, Availability) for both CAPEC-153 and CAPEC-460attacks. Explains real risks to the application. Mentions impacts but in a limited or less detailed way; connections to C-I-A triad could be stronger. Only vaguely mentions impacts or misses some (e.g., only mentions integrity but forgets availability). /10 4. Discussion of Relationship and Synergy (10 points) Clearly explains how CAPEC-460 could enable CAPEC-153, with logical reasoning in the application context. Demonstrates understanding of how attacks amplify each other. Mentions a relationship but lacks depth or specificity; partially explains synergy but is not fully tied to the environmental sensor app. Missing or unclear explanation of the relationship between the two attacks. /10    

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