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Flock Once Touted Its Cameras as ‘Made in the USA.’ Now It’s Not So Clear
WIRED investigation finds Flock Safety stopped marketing cameras as Made in USA, with imports from Taiwan's Primax Electronics facilities in Thailand.
WIRED reviewed US import records showing Flock has increasingly imported commodity cameras and radar components from Primax Electronics in Thailand. Earlier marketing claimed cameras were manufactured in the United States, with assembly in Atlanta and later contract facilities run by East West Manufacturing and Plexus. Flock says its products are National Defense Authorization Act compliant amid activist backlash, local government pullouts, and possible congressional legislation on license plate readers.
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SEMA-GUARD: Semantic and Graph-Based Vulnerability Detection in Assembly Code
SEMA-GUARD uses semantic analysis and graph neural networks to detect vulnerabilities in assembly code, achieving 85.1% accuracy on a Juliet-derived benchmark.
SEMA-GUARD is a framework that detects vulnerabilities in compiled programs when source code is unavailable, targeting malware, firmware, and embedded systems analysis. It enriches control flow graphs with low-level execution semantics including stack manipulations, memory accesses, and data flow. Evaluated on a Juliet Test Suite set compiled to assembly and split into function-level chunks, it achieves 85.1% accuracy and an F1 score of 0.801, outperforming purely statistical or structural approaches.
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