Two-way physical-layer authentication bounds multi-antenna impersonation
Derived missed-detection bounds cover challenge replacement, response replacement, and both under TDD reciprocity.
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Derived missed-detection bounds cover challenge replacement, response replacement, and both under TDD reciprocity.
The 29.14-TB corpus spans 3.5 and 7 GHz with a 90K/10K scene-level train-test split.
Large-scale raw IQ dataset from 31 Bluetooth Low Energy devices across varied environments plus evaluation of domain-robust radio-frequency fingerprinting models.
On a multi-scene dataset, the method cut normalized mean squared error 15.42% and improved all five metrics by more than 10%.
On unseen topologies with 2–16 access points it recovers 52–77% of a perfect surrogate’s throughput.

Canadian Cyber Centre alert AV26-1079 points administrators to HPE bulletin HPESBNW05162 rev.1 for fixes.
CFG-enriched embeddings beat or match baselines for line-of-sight classification, timing advance and beam selection, including unseen configurations.
Even encrypted relays can reveal that two radios communicated, exposing both origin and destination locations.
ICS sparsifies wireless split-learning features with server-side Grad-CAM scores, cutting communication cost.
Researchers introduce RadioDecomp to correct propagation-prior bias in radiomap prediction under incomplete observations.
FedOAG enables unbiased over-the-air federated learning across heterogeneous fading without requiring every device to transmit.
SFPF fingerprinting detects swapped wireless hardware better than RF or single-direction polarization fingerprints.
Researchers propose a calibrated multi-label 1D-CNN RF-fingerprinting method that identifies overlapping Wi-Fi, LTE, and 5G transmitters despite co-channel interference.

Nintendo patched CVE-2026-82079, a CVSS 7.0 stack buffer overflow in original Switch local wireless allowing nearby code execution via QR-code workflows.
ZDI-26-691: integer overflow in Linux kernel netlink wireless configuration (CVE-2026-53182) allows local privilege escalation by attackers already running high-privileged code; CVSS 8.2.
Researchers show the published lattice-hardness proof for MIMO decoding fails, as Regev's LWE reduction structure does not carry over to non-modular MIMO.
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