Hyeon-Min Choi (Incheon National University), Jae-Hyeon Park (Incheon National University), Eun-Kyu Lee (Incheon National University)

Low Earth Orbit (LEO) satellite networks (LSNs) offer global low-latency backhaul, but are vulnerable to link flooding attacks (LFAs) because ISL/GSL capacities are limited and shortest-path routing is predictable. We propose Probabilistic Chunk-Dispersed Routing (PCDR), in which the source ground station probabilistically fragments each packet payload into n chunks and source-routes them in parallel over distinct paths sampled from the ECMP shortest-path set. In our SKYFALL-based simulations on a Starlink shell-1 topology under the SKYFALL and ICARUS attack models, PCDR reduces the coefficient of variation (CV) of ISL utilization and lowers the total loss over 100 s by about 17% (vs. shortest-path routing). Under the SKYFALL attack model, reaching a throughput degradation target of 0.4 requires about 55% more bots and about 57% more compromised regional blocks.

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SVDefense: Effective Defense against Gradient Inversion Attacks via Singular...

Chenxiang Luo (City University of Hong Kong), David K.Y. Yau (Singapore University of Technology and Design), Qun Song (City University of Hong Kong)

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Minding the Gap: Bridging Causal Disconnects in System Provenance

Hanke Kimm (Stony Brook University, NY, USA), Sagar Mishra (Stony Brook University, NY, USA), R. Sekar (Stony Brook University, NY, USA)

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