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Found 7 papers, 2 papers with code
Radio Frequency Fingerprinting via Deep Learning: Challenges and Opportunities
Radio Frequency Fingerprinting (RFF) techniques promise to authenticate wireless devices at the physical layer based on inherent hardware imperfections introduced during manufacturing.
PAST-AI: Physical-layer Authentication of Satellite Transmitters via Deep Learning
Physical-layer security is regaining traction in the research community, due to the performance boost introduced by deep learning classification algorithms.
The Dark (and Bright) Side of IoT: Attacks and Countermeasures for Identifying Smart Home Devices and Services
We present a new machine learning-based attack that exploits network patterns to detect the presence of smart IoT devices and running services in the WiFi radio spectrum.
Long-Term Noise Characterization of Narrowband Power Line Communications
Noise modeling in power line communications has recently drawn the attention of researchers.
Sound of Guns: Digital Forensics of Gun Audio Samples meets Artificial Intelligence
Classifying a weapon based on its muzzle blast is a challenging task that has significant applications in various security and military fields.
MAGNETO: Fingerprinting USB Flash Drives via Unintentional Magnetic Emissions
Overall, MAGNETO proves that unintentional magnetic emissions can be considered as a viable and reliable means to fingerprint read-only USB flash drives.
Crypto Mining Makes Noise
A new cybersecurity attack (cryptojacking) is emerging, in both the literature and in the wild, where an adversary illicitly runs Crypto-clients software over the devices of unaware users.
Cryptography and Security Networking and Internet Architecture
