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ResAware proposes a resource-aware distillation framework to improve website fingerprinting robustness across different network environments by training a teacher model on resource-level features and distilling knowledge to a student model that uses only encrypted traffic, achieving significant gains under temporal drift and other perturbations.
A student at Colorado School of Mines built a fast brute-force DNS enumeration tool to discover all devices on campus network, first in Python then in Rust, by permuting subdomains on the local DNS.
Whisper Internet Infra AI Context is a free MCP tool providing AI agents with live access to BGP, DNS, and threat graph data for enhanced security analysis.