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tag: traffic-analysis ✕

01▲
CipherSight: Robust Website Fingerprinting via Record-Resource Semantic Supervision under Distribution Shifts arxiv.org
CipherSight fingerprints HTTPS from TLS records, using masked modeling and privileged supervision to survive distribution shifts.
arxiv distribution-shift machine-learning metadata privacy tls traffic-analysis website-fingerprinting
0 pts/bootstrapd/15 hours ago/discuss
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Behavioral Information Leakage in Darknet Traffic: A Multi-Channel Analysis Across Anonymity Networks arxiv.org
A cross-network study finds Tor/I2P/Freenet/ZeroNet leak via control, structure, tempo, and silence, not just packet sizes.
anonymity-networks arxiv cryptanalysis freenet i2p privacy tor traffic-analysis zeronet
0 pts/deadlock7/11 days ago/4 comments
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Domain Decoupling Attack: Exploiting the Validation Gap Between Protective DNS and Shared Edge Routing arxiv.org
DDA: DNS auth for one domain gets laundered via shared edge IPs to reach another tenant, with SNI/Host intact.
arxiv cdn dns network-security security traffic-analysis
0 pts/dan/13 days ago/1 comment
04▲
ViNET: Connecting the Unconnected using Video over LTE eprint.iacr.org
Paper on hiding internet access inside ViLTE calls for shutdowns, with 60 to 400 Kbps and ML evasion, because radio silence is overrated.
censorship covert-channel eprint lte network-security privacy traffic-analysis video-call
0 pts/veramarsh/17 days ago/1 comment