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WiseML@WiSec
Publications
2024
Feng Liu
,
Lei Shi
,
Juan Xu
,
Xu Ding
,
Yuqi Fan
,
Zhehao Li
Cost Minimization for Joint Server and Service Deployment in Edge Computing.
WiseML@WiSec
(2024)
Christina Kreza
,
Stefanos Koffas
,
Behrad Tajalli
,
Mauro Conti
,
Stjepan Picek
Backdoors on Manifold Learning.
WiseML@WiSec
(2024)
Francesco Marchiori
,
Mauro Conti
CANEDERLI: On The Impact of Adversarial Training and Transferability on CAN Intrusion Detection Systems.
WiseML@WiSec
(2024)
Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning, WiseML 2024, Seoul, Republic of Korea, 30 May 2024
WiseML@WiSec
(2024)
Coen Schoof
,
Stefanos Koffas
,
Mauro Conti
,
Stjepan Picek
Beyond PhantomSponges: Enhancing Sponge Attack on Object Detection Models.
WiseML@WiSec
(2024)
Nathaniel Rowe
,
Dola Saha
DetecSHUN: Detection of Signals Hidden Under the Noise.
WiseML@WiSec
(2024)
Anshul Bhaware
,
Gaurav Varshney
,
Jaswinder Kour
,
Tejaswi Bishnoi
,
Mudit Jain
,
Dalchandra Sharma
A Privacy Preserving Context Sensitive Kernel.
WiseML@WiSec
(2024)
Dara Ron
,
Kai Zeng
Wireless-Powered Multi-Channel Backscatter Communications Under Jamming: A Cooperative Reinforcement Learning Approach.
WiseML@WiSec
(2024)
2023
Liquan Chen
,
Yufan Song
,
Tianyu Lu
,
Peng Zhang
Machine Learning Assisted Physical Layer Secret Key Generation in the One-Time-Pad Encryption Scheme.
WiseML@WiSec
(2023)
Frost Mitchell
,
Phillip Smith
,
Aditya Bhaskara
,
Sneha Kumar Kasera
Exploring Adversarial Attacks on Learning-based Localization.
WiseML@WiSec
(2023)
Zixi Wang
,
Arick Grootveld
,
Mustafa Cenk Gursoy
Hierarchical Over-the-Air Federated Learning with Differential Privacy.
WiseML@WiSec
(2023)
Liquan Chen
,
Han Wang
,
Tianyu Lu
,
Zeyu Xu
A Key Generation Scheme for IoV Communication Based on Neural Network Autoencoders.
WiseML@WiSec
(2023)
Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning, WiseML2023, Guildford, United Kingdom, 1 June 2023
WiseML@WiSec
(2023)
József Sándor
,
Roland Nagy
,
Levente Buttyán
Increasing the Robustness of a Machine Learning-based IoT Malware Detection Method with Adversarial Training.
WiseML@WiSec
(2023)
Xiang Ma
,
Haijian Sun
,
Rose Qingyang Hu
,
Yi Qian
Approximate Wireless Communication for Federated Learning.
WiseML@WiSec
(2023)
Wenjing Lou
Fortifying Your Defenses: Techniques to Thwart Adversarial Attacks and Boost Performance of Machine Learning-Based Intrusion Detection Systems.
WiseML@WiSec
(2023)
Mathew Williams
,
Silvija Kokalj-Filipovic
,
Armani Rodriguez
Analysis of Lossy Generative Data Compression for Robust Remote Deep Inference.
WiseML@WiSec
(2023)
Zhengping Jay Luo
,
Will A. Pitera
,
Shangqing Zhao
,
Zhuo Lu
,
Yalin E. Sagduyu
How Can the Adversary Effectively Identify Cellular IoT Devices Using LSTM Networks?
WiseML@WiSec
(2023)
Enrico Testi
,
Luca Arcangeloni
,
Andrea Giorgetti
Machine Learning-Based Jamming Detection and Classification in Wireless Networks.
WiseML@WiSec
(2023)
2022
John Davies
Accelerating RF Autonomy for Uncertain Environments.
WiseML@WiSec
(2022)
Steven M. Hernandez
,
Eyuphan Bulut
Online Stream Sampling for Low-Memory On-Device Edge Training for WiFi Sensing.
WiseML@WiSec
(2022)
Xue Wei
,
Dola Saha
KNEW: Key Generation using NEural Networks from Wireless Channels.
WiseML@WiSec
(2022)
Ya Jiang
,
Long Jiao
,
Liang Zhao
,
Kai Zeng
Beam Pattern Fingerprinting with Missing Features for Spoofing Attack Detection in Millimeter-Wave Networks.
WiseML@WiSec
(2022)
Michael Hegarty
,
Yalin E. Sagduyu
,
Tugba Erpek
,
Yi Shi
Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations.
WiseML@WiSec
(2022)
Tao Hou
,
Tao Wang
,
Zhuo Lu
,
Yao Liu
,
Yalin E. Sagduyu
Undermining Deep Learning Based Channel Estimation via Adversarial Wireless Signal Fabrication.
WiseML@WiSec
(2022)
Shivenkumar Parmar
,
Xuyu Wang
,
Chao Yang
,
Shiwen Mao
Voice Fingerprinting for Indoor Localization with a Single Microphone Array and Deep Learning.
WiseML@WiSec
(2022)
Jithin Jagannath
,
Kian Hamedani
,
Collin Farquhar
,
Keyvan Ramezanpour
,
Anu Jagannath
MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio.
WiseML@WiSec
(2022)
Stefanos Koffas
,
Jing Xu
,
Mauro Conti
,
Stjepan Picek
Can You Hear It?: Backdoor Attacks via Ultrasonic Triggers.
WiseML@WiSec
(2022)
Jithin Jagannath
,
Keyvan Ramezanpour
,
Anu Jagannath
Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control.
WiseML@WiSec
(2022)
Yang Hu
,
Batoul Taki
,
Waheed U. Bajwa
,
Manoop Talasila
,
Mukesh Mantan
,
Syed Anwar Aftab
A Machine Learning-Driven Analysis of Phantom E911 Calls.
WiseML@WiSec
(2022)
Frost Mitchell
,
Aniqua Baset
,
Neal Patwari
,
Sneha Kumar Kasera
,
Aditya Bhaskara
Deep Learning-based Localization in Limited Data Regimes.
WiseML@WiSec
(2022)
Scott Kuzdeba
,
Josh Robinson
,
Joseph M. Carmack
,
David Couto
Systems View to Designing RF Fingerprinting for Real-World Operations.
WiseML@WiSec
(2022)
Amir-Hossein Yazdani Abyaneh
,
Marwan Krunz
Automatic Machine Learning for Multi-Receiver CNN Technology Classifiers.
WiseML@WiSec
(2022)
Ceren Cömert
,
Michel Kulhandjian
,
Omer Melih Gul
,
Azzedine Touazi
,
Cliff Ellement
,
Burak Kantarci
,
Claude D'Amours
Analysis of Augmentation Methods for RF Fingerprinting under Impaired Channels.
WiseML@WiSec
(2022)
WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, San Antonio, TX, USA, 19 May 2022
WiseML@WiSec
(2022)
2021
WiseML@WiSec 2021: Proceedings of the 3rd ACM Workshop on Wireless Security and Machine Learning, Abu Dhabi, United Arab Emirates, July 2, 2021.
WiseML@WiSec
(2021)
Jered Pawlak
,
Yuchen Li
,
Joshua Price
,
Matthew Wright
,
Khair Al Shamaileh
,
Quamar Niyaz
,
Vijay K. Devabhaktuni
A Machine Learning Approach for Detecting and Classifying Jamming Attacks Against OFDM-based UAVs.
WiseML@WiSec
(2021)
Hesham Mohammed
,
Dola Saha
Adversarial Learning for Cross Layer Security.
WiseML@WiSec
(2021)
Long Jiao
,
Guohua Sun
,
Junqing Le
,
Kai Zeng
Machine Learning-Assisted Wireless PHY Key Generation with Reconfigurable Intelligent Surfaces.
WiseML@WiSec
(2021)
Steve Schmidt
,
James Stankowicz
,
Joseph M. Carmack
,
Scott Kuzdeba
RiftNeXt™: Explainable Deep Neural RF Scene Classification.
WiseML@WiSec
(2021)
Alexandre Prud'Homme
,
Burak Kantarci
Poisoning Attack Anticipation in Mobile Crowdsensing: A Competitive Learning-Based Study.
WiseML@WiSec
(2021)
Amir Ahooye Atashin
,
Behrooz Razeghi
,
Deniz Gündüz
,
Slava Voloshynovskiy
Variational Leakage: The Role of Information Complexity in Privacy Leakage.
WiseML@WiSec
(2021)
Zhengping Luo
,
Shangqing Zhao
,
Rui Duan
,
Zhuo Lu
,
Yalin E. Sagduyu
,
Jie Xu
Low-cost Influence-Limiting Defense against Adversarial Machine Learning Attacks in Cooperative Spectrum Sensing.
WiseML@WiSec
(2021)
Yili Jiang
,
Kuan Zhang
,
Yi Qian
,
Rose Qingyang Hu
Efficient and Privacy-preserving Distributed Learning in Cloud-Edge Computing Systems.
WiseML@WiSec
(2021)
Attaullah Buriro
,
Francesco Ricci
,
Bruno Crispo
SWIPEGAN: Swiping Data Augmentation Using Generative Adversarial Networks for Smartphone User Authentication.
WiseML@WiSec
(2021)
Selen Gecgel
,
Gunes Karabulut Kurt
Intermittent Jamming against Telemetry and Telecommand of Satellite Systems and A Learning-driven Detection Strategy.
WiseML@WiSec
(2021)
Jing Xu
,
Minhui Xue
,
Stjepan Picek
Explainability-based Backdoor Attacks Against Graph Neural Networks.
WiseML@WiSec
(2021)
Mohini Patil
,
Xuyu Wang
,
Xiangyu Wang
,
Shiwen Mao
Adversarial Attacks on Deep Learning-based Floor Classification and Indoor Localization.
WiseML@WiSec
(2021)
Kian Hamedani
,
Lingjia Liu
,
Jithin Jagannath
,
Yang Cindy Yi
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning.
WiseML@WiSec
(2021)
Naveen Naik Sapavath
,
Danda B. Rawat
Learning Model for Cyber-attack Index Based Virtual Wireless Network Selection.
WiseML@WiSec
(2021)