HPCs are special purpose registers found in all processors that measure system level events. We propose COPPTCHA, a Hardware performance counter (HPC)-based technique to detect whether a children’s app abides by the COPPA regulations. However, as explained in related work, both methods have their respective demerits. Existing research on detecting whether an application complies with certain privacy regulations is performed either by analyzing the application binary or by dynamic monitoring of network at runtime. The Children’s Online Privacy Protection Act (COPPA) is an online privacy regulation platform to monitor data usage by mobile applications designed for children. Privacy concerns are more critical for children, who do not comprehend the risks associated with transmitting private information like geospatial location. Recently, the Federal Trade Commission (FTC) has penalized multiple mobile application developers, such as TikTok and BabyBus for violating privacy regulations. User privacy is an extremely important concern for mobile applications.
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