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Full-Text Articles in Computer Engineering
Radio Frequency Based Programmable Logic Controller Anomaly Detection, Samuel J. Stone
Radio Frequency Based Programmable Logic Controller Anomaly Detection, Samuel J. Stone
Theses and Dissertations
The research goal involved developing improved methods for securing Programmable Logic Controller (PLC) devices against unauthorized entry and mitigating the risk of Supervisory Control and Data Acquisition (SCADA) attack by detecting malicious software and/or trojan hardware. A Correlation Based Anomaly Detection (CBAD) process was developed to enable 1) software anomaly detection discriminating between various operating conditions to detect malfunctioning or malicious software, firmware, etc., and 2) hardware component discrimination discriminating between various hardware components to detect malfunctioning or counterfeit, trojan, etc., components.
File Carving And Malware Identification Algorithms Applied To Firmware Reverse Engineering, Karl A . Sickendick
File Carving And Malware Identification Algorithms Applied To Firmware Reverse Engineering, Karl A . Sickendick
Theses and Dissertations
Modern society depends on critical infrastructure (CI) managed by Programmable Logic Controllers (PLCs). PLCs depend on firmware, though firmware security vulnerabilities and contents remain largely unexplored. Attackers are acquiring the knowledge required to construct and install malicious firmware on CI. To the defender, firmware reverse engineering is a critical, but tedious, process. This thesis applies machine learning algorithms, from the le carving and malware identification fields, to firmware reverse engineering. It characterizes the algorithms' performance. This research describes and characterizes a process to speed and simplify PLC firmware analysis. The system partitions binary firmwares into segments, labels each segment with …