Multi-Granularity Control Flow Anomaly Detection with Hardware Counters
2021 IEEE 7th World Forum on Internet of Things (WF-IoT)(2021)
Abstract
Hardware counters are included in processors to count microarchitecture level events affecting performance. When control flow anomalies caused by attacks such as buffer overflow or return oriented programming (ROP) occur, they leave a microarchitectural footprint. Hardware counters reflect such footprints to flag control flow anomalies. This paper is geared towards buffer overflow and ROP control ...
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Key words
Hardware Security,Return Oriented Programming (ROP),Buffer Overflow,Performance Counters,Dynamic Control Flow Integrity,PMU,Two-Level Predictor,Machine Learning,Embedded Security,Resource Efficient
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