Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Nov 201919922001200920172026
2 results for “channel-aware”
Channel-Aware Adversarial Attacks Against Deep Learning-Based Wireless Signal Classifierseess.SP

Paper defends deep learning classifiers against channel-aware adversarial attacks.

problem Deep learning classifiers are vulnerable to adversarial attacks.
method Channel-aware adversarial attacks are presented and defended against.
result Certified defense based on randomized smoothing makes classifiers robust.
adversarial attacksdeep learningmodulation classifierschannel-awarerandomized smoothing
2020-05-11abs ↗pdf ↗