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ResAware: Cross-Environment Website Fingerprinting via Resource-Privileged Distillation

arXiv cs.LG · 2026-06-17 Cached

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.

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#network-security

Gaining control of every projector and camera on campus

Hacker News Top · 2026-05-14 Cached

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.

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#network-security

Whisper Internet Infra AI Context

Product Hunt · 2026-05-12

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.

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