MQTT flow-tool choice changes clustering across public datasets
More than 380,000 flows from four datasets were built with Zeek-flowmeter, Argus, and NTLFlowLyzer, and no tool won every test.
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Stories tagged #traffic-analysis
MAppPrint: Robust and Real-time Mobile App Fingerprinting via Traffic Behavior Correlation Graphs
MAppPrint fingerprints mobile apps from encrypted traffic using behavior graphs, including concurrent apps.
Yandex outage: Data shows that instead of going dark, malicious bots went on the move
Cloudflare says Yandex outages cut search crawling while malicious cloud bots mostly moved elsewhere.
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The Cost of Stability: Deanonymizing Onion Services Long-Lived Introduction Circuits
An intersection attack on Tor's long-lived introduction circuits located a test onion service in a median 2.2 hours.
Adaptive Traffic Camouflage: Causal and Resource-Aware Defense Against IoT Fingerprinting
A causal IoT traffic-camouflage defense cuts fingerprinting Macro-F1 by up to 43.5% with limited bandwidth cost.
Closing the Loop: Bidirectional Fully Encrypted Protocols
Researchers show naively composing unidirectional fully encrypted protocols is detectable and construct provably secure bidirectional FEPs, validated in Rust.
Understanding the Privacy-Preserving Potential of HTTP/2 Against Webpage Fingerprinting
Researchers show HTTP/2 features can emulate website fingerprinting defenses like FRONT and Tamaraw with tunable privacy-overhead trade-offs.