1 citations · 1 across the 9 of their papers we have counts for
8 papers · 1 filter
Dueling Deep Q-Learning for Intrusion Detection
Logan Luna, Matthew P. Berkowitz, Laxima Niure Kandel +1
Intrusion detection systems (IDS) and automated systems for detecting and reporting cyber threats, are commonly handled via supervised machine learning methods. Though effective, t…
Microbenchmarking Cloud Cryptographic Workloads for Privacy-Preserving Healthcare IoT
Jeremiah L. Webb, Laxima Niure Kandel, Deepti Gupta +1
Cryptographic operations are an essential component of cloud security architectures; their comprehensive performance characterization across different cloud services, hardware arch…
Threat-Oriented Digital Twinning for Security Evaluation of Autonomous Platforms
Thomas J. Neubert, Laxima Niure Kandel, Berker Peköz
Open, unclassified research on secure autonomy is constrained by limited access to operational platforms, contested communications infrastructure, and representative adversarial te…
Keys in the Weights: Transformer Authentication Using Model-Bound Latent Representations
Ayşe S. Okatan, Mustafa İlhan Akbaş, Laxima Niure Kandel +1
We introduce Model-Bound Latent Exchange (MoBLE), a decoder-binding property in Transformer autoencoders formalized as Zero-Shot Decoder Non-Transferability (ZSDN). In identity tas…
C/N0 Analysis-Based GPS Spoofing Detection with Variable Antenna Orientations
Vienna Li, Justin Villa, Dan Diessner +2
GPS spoofing poses a growing threat to aviation by falsifying satellite signals and misleading aircraft navigation systems. This paper demonstrates a proof-of-concept spoofing dete…
Adversarial-Resilient RF Fingerprinting: A CNN-GAN Framework for Rogue Transmitter Detection
Raju Dhakal, Prashant Shekhar, Laxima Niure Kandel
Radio Frequency Fingerprinting (RFF) has evolved as an effective solution for authenticating devices by leveraging the unique imperfections in hardware components involved in the s…
GPS Spoofing Attacks and Pilot Responses Using a Flight Simulator Environment
Mathilde Durieux, Kayla D. Taylor, Laxima Niure Kandel +1
Global Positioning System (GPS) spoofing involves transmitting fake signals that mimic those from GPS satellites, causing the GPS receivers to calculate incorrect Positioning, Navi…
Over-the-Air Federated Learning with Enhanced Privacy
Xiaochan Xue, Moh Khalid Hasan, Shucheng Yu +2
Federated learning (FL) has emerged as a promising learning paradigm in which only local model parameters (gradients) are shared. Private user data never leaves the local devices t…