Large smart-farming deployments generate continuous scientific data from spatially distributed sensors, including soil, humidity, temperature, crop-health, and pest-related measurements. In vast agricultural fields, however, an energy-constrained unmanned aerial vehicle (UAV) often cannot collect data from every sensor...
This work offers a holistic synthesis of FL robustness along three tightly coupled angles: a threat-centric view of robustness that categorizes the multifaceted attack surfaces, a structured taxonomy of robust aggregation strategies distinguishing outcome-centric approaches from security-centric strategies, and a layer...
V. PravijaRajP, Ashish Gupta, Andrea Augello et al.· 0 citations
The Bit-ViP scheme produces secure, usable images by incorporating an innovative end-to-end obfuscation function, and would contain non-invertible noise, making it hard for an adversary to reconstruct the original image.
V. Tanwar, Ashish Gupta, S. Madria et al.· IEEE Transactions on Emergin...· 0 citations
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