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Junzhou Luo

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TORCHLIGHT: Shedding LIGHT on Real-World Attacks on Cloudless IoT DevicesUSENIX Security '252025-08-13
Claim: attackers use Tor to anonymously exploit cloudless IoT devices. Built TORCHLIGHT—three low-cost VPS exit nodes, kernel IP-set filtering, and an…
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The Cost of Performance: Breaking ThreadX with Kernel Object Masquerading...USENIX Security '252025-08-13
ThreadX uses a performance shortcut that validates pointer ranges and a few condition fields instead of full object-value checks, and that allows a Kernel…
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Distributed Private Aggregation in Graph Neural NetworksUSENIX Security '252025-08-13
Claims a practical distributed GNN aggregation that attains node-level differential privacy by combining secure multi-party computation with three MPC-friendly…
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