| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Enrico Testi, Luca Arcangeloni, Andrea Giorgetti |
Machine Learning-Based Jamming Detection and Classification in Wireless Networks.  |
WiseML@WiSec  |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Deniz Gündüz, Mohammad Malekzadeh, Melek Önen, Yalin E. Sagduyu, Yi Shi, Junqing Zhang (eds.) |
Proceedings of the 2023 ACM Workshop on Wireless Security and Machine Learning, WiseML2023, Guildford, United Kingdom, 1 June 2023 |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian 0001 |
Approximate Wireless Communication for Federated Learning. |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenjing Lou |
Fortifying Your Defenses: Techniques to Thwart Adversarial Attacks and Boost Performance of Machine Learning-Based Intrusion Detection Systems. |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengping Jay Luo 0001, 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Liquan Chen, Han Wang, Tianyu Lu, Zeyu Xu |
A Key Generation Scheme for IoV Communication Based on Neural Network Autoencoders. |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Mathew Williams, Silvija Kokalj-Filipovic, Armani Rodriguez |
Analysis of Lossy Generative Data Compression for Robust Remote Deep Inference. |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Frost Mitchell, Phillip Smith, Aditya Bhaskara, Sneha Kumar Kasera |
Exploring Adversarial Attacks on Learning-based Localization. |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Zixi Wang, Arick Grootveld, Mustafa Cenk Gursoy |
Hierarchical Over-the-Air Federated Learning with Differential Privacy. |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | József Sándor, Roland Nagy, Levente Buttyán |
Increasing the Robustness of a Machine Learning-based IoT Malware Detection Method with Adversarial Training. |
WiseML@WiSec |
2023 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefanos Koffas, Jing Xu, Mauro Conti, Stjepan Picek |
Can You Hear It?: Backdoor Attacks via Ultrasonic Triggers. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Hegarty, Yalin E. Sagduyu, Tugba Erpek, Yi Shi 0001 |
Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Amir-Hossein Yazdani Abyaneh, Marwan Krunz |
Automatic Machine Learning for Multi-Receiver CNN Technology Classifiers. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Frost Mitchell, Aniqua Baset, Neal Patwari, Sneha Kumar Kasera, Aditya Bhaskara |
Deep Learning-based Localization in Limited Data Regimes. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Scott Kuzdeba, Josh Robinson, Joseph M. Carmack, David Couto |
Systems View to Designing RF Fingerprinting for Real-World Operations. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Murtuza Jadliwala (eds.) |
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 |
DBLP DOI BibTeX RDF |
|
| 1 | Shivenkumar Parmar, Xuyu Wang, Chao Yang 0025, Shiwen Mao |
Voice Fingerprinting for Indoor Localization with a Single Microphone Array and Deep Learning. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Tao Hou, Tao Wang 0026, Zhuo Lu, Yao Liu 0007, Yalin E. Sagduyu |
Undermining Deep Learning Based Channel Estimation via Adversarial Wireless Signal Fabrication. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Xue Wei, Dola Saha |
KNEW: Key Generation using NEural Networks from Wireless Channels. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | John Davies |
Accelerating RF Autonomy for Uncertain Environments. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Steven M. Hernandez, Eyuphan Bulut |
Online Stream Sampling for Low-Memory On-Device Edge Training for WiFi Sensing. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Ya Jiang, Long Jiao, Liang Zhao 0002, Kai Zeng 0001 |
Beam Pattern Fingerprinting with Missing Features for Spoofing Attack Detection in Millimeter-Wave Networks. |
WiseML@WiSec |
2022 |
DBLP DOI BibTeX RDF |
|
| 1 | Hesham Mohammed, Dola Saha |
Adversarial Learning for Cross Layer Security. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandre Prud'Homme, Burak Kantarci |
Poisoning Attack Anticipation in Mobile Crowdsensing: A Competitive Learning-Based Study. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Jing Xu, Minhui Xue, Stjepan Picek |
Explainability-based Backdoor Attacks Against Graph Neural Networks. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Kian Hamedani, Lingjia Liu 0001, Jithin Jagannath, Yang Cindy Yi |
Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Naveen Naik Sapavath, Danda B. Rawat |
Learning Model for Cyber-attack Index Based Virtual Wireless Network Selection. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Morriel Kasher, Michael Zhao, Aryeh Greenberg, Devin Gulati, Silvija Kokalj-Filipovic, Predrag Spasojevic |
Inaudible Manipulation of Voice-Enabled Devices Through BackDoor Using Robust Adversarial Audio Attacks: Invited Paper. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph M. Carmack, Steve Schmidt, Scott Kuzdeba |
Multi-Agent Reinforcement Learning Approaches to RF Fingerprint Enhancement. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Christina Pöpper, Mathy Vanhoef (eds.) |
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 |
DBLP DOI BibTeX RDF |
|
| 1 | Jered Pawlak, Yuchen Li 0005, 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Long Jiao, Guohua Sun, Junqing Le, Kai Zeng 0001 |
Machine Learning-Assisted Wireless PHY Key Generation with Reconfigurable Intelligent Surfaces. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Steve Schmidt, James Stankowicz, Joseph M. Carmack, Scott Kuzdeba |
RiftNeXt™: Explainable Deep Neural RF Scene Classification. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Amir Ahooye Atashin, Behrooz Razeghi, Deniz Gündüz, Slava Voloshynovskiy |
Variational Leakage: The Role of Information Complexity in Privacy Leakage. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengping Luo 0001, Shangqing Zhao, Rui Duan, Zhuo Lu, Yalin E. Sagduyu, Jie Xu 0001 |
Low-cost Influence-Limiting Defense against Adversarial Machine Learning Attacks in Cooperative Spectrum Sensing. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Yili Jiang, Kuan Zhang 0001, Yi Qian 0001, Rose Qingyang Hu |
Efficient and Privacy-preserving Distributed Learning in Cloud-Edge Computing Systems. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Attaullah Buriro, Francesco Ricci 0001, Bruno Crispo |
SWIPEGAN: Swiping Data Augmentation Using Generative Adversarial Networks for Smartphone User Authentication. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Selen Gecgel, Gunes Karabulut Kurt |
Intermittent Jamming against Telemetry and Telecommand of Satellite Systems and A Learning-driven Detection Strategy. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohini Patil, Xuyu Wang, Xiangyu Wang 0011, Shiwen Mao |
Adversarial Attacks on Deep Learning-based Floor Classification and Indoor Localization. |
WiseML@WiSec |
2021 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthew DelVecchio, Vanessa Arndorfer, William C. Headley |
Investigating a spectral deception loss metric for training machine learning-based evasion attacks. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael J. De Lucia, Chase Cotton |
A network security classifier defense: against adversarial machine learning attacks. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Horacio Franco, Chris Cobo-Kroenke, Stephanie Welch, Martin Graciarena |
Wideband spectral monitoring using deep learning. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Dule Shu, Weilin Cong, Jiaming Chai, Conrad S. Tucker |
Encrypted rich-data steganography using generative adversarial networks. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Francesco Restuccia 0001, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Kaushik R. Chowdhury, Stratis Ioannidis, Tommaso Melodia |
Generalized wireless adversarial deep learning. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengping Luo 0001, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu 0001 |
Adversarial machine learning based partial-model attack in IoT. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder |
Deep learning based wiretap coding via mutual information estimation. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | René Mayrhofer, Michael Roland 0001 (eds.) |
Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020 |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Mansi Patel, Xuyu Wang, Shiwen Mao |
Data augmentation with conditional GAN for automatic modulation classification. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Marc Chalé, Nathaniel D. Bastian, Jeffery Weir |
Algorithm selection framework for cyber attack detection. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Silvija Kokalj-Filipovic, Morriel Kasher, Michael Zhao, Predrag Spasojevic |
Detecting acoustic backdoor transmission of inaudible messages using deep learning. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Jinxin Liu 0001, Burak Kantarci, Carlisle Adams |
Machine learning-driven intrusion detection for Contiki-NG-based IoT networks exposed to NSL-KDD dataset. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrew Draganov, Carter Brown, Enrico Mattei, Cass Dalton, Jaspreet Ranjit |
Open set recognition through unsupervised and class-distance learning. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Shi 0001, Kemal Davaslioglu, Yalin E. Sagduyu |
Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Dule Shu, Nandi O. Leslie, Charles A. Kamhoua, Conrad S. Tucker |
Generative adversarial attacks against intrusion detection systems using active learning. |
WiseML@WiSec |
2020 |
DBLP DOI BibTeX RDF |
|
| 1 | Ertugrul N. Ciftcioglu, Mike Ricos |
Efficient Power Adaptation against Deep Learning Based Predictive Adversaries. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yueqian Zhang, Murat Simsek, Burak Kantarci |
Machine Learning-based Prevention of Battery-oriented Illegitimate Task Injection in Mobile Crowdsensing. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Savio Sciancalepore, Omar Adel Ibrahim, Gabriele Oligeri, Roberto Di Pietro |
Detecting Drones Status via Encrypted Traffic Analysis. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yi Shi 0001, Kemal Davaslioglu, Yalin E. Sagduyu |
Generative Adversarial Network for Wireless Signal Spoofing. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tamoghna Roy, Tim O'Shea 0001, Nathan E. West |
Generative Adversarial Radio Spectrum Networks. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Samuel Bair, Matthew DelVecchio, Bryse Flowers, Alan J. Michaels, William C. Headley |
On the Limitations of Targeted Adversarial Evasion Attacks Against Deep Learning Enabled Modulation Recognition. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Luca Pajola, Luca Pasa, Mauro Conti |
Threat is in the Air: Machine Learning for Wireless Network Applications. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Hai N. Nguyen, Tien Dang Vo-Huu, Triet Vo Huu, Guevara Noubir |
Towards Adversarial and Unintentional Collisions Detection Using Deep Learning. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Keval Doshi, Mahsa Mozaffari, Yasin Yilmaz |
RAPID: Real-time Anomaly-based Preventive Intrusion Detection. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Zachary L. Langford, Logan Eisenbeiser, Matthew Vondal |
Robust Signal Classification Using Siamese Networks. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | |
Proceedings of the ACM Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2019, Miami, Florida, USA, May 14, 2019 |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Selen Gecgel, Caner Goztepe, Gunes Karabulut Kurt |
Jammer Detection based on Artificial Neural Networks: A Measurement Study. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman |
Targeted Adversarial Examples Against RF Deep Classifiers. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ashish Adhikari, Danda B. Rawat, Min Song 0002 |
Wireless Network Virtualization by Leveraging Blockchain Technology and Machine Learning. |
WiseML@WiSec |
2019 |
DBLP DOI BibTeX RDF |
|
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