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Publications at "WiseML@WiSec"( http://dblp.L3S.de/Venues/WiseML@WiSec )

URL (DBLP): http://dblp.uni-trier.de/db/conf/wisec

Publication years (Num. hits)
2019 (14) 2020 (15) 2021 (17) 2022 (16) 2023 (11)
Publication types (Num. hits)
inproceedings(68) proceedings(5)
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Found 73 publication records. Showing 73 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Enrico Testi, Luca Arcangeloni, Andrea Giorgetti Machine Learning-Based Jamming Detection and Classification in Wireless Networks. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Deniz 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 Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Xiang Ma, Haijian Sun, Rose Qingyang Hu, Yi Qian 0001 Approximate Wireless Communication for Federated Learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Wenjing Lou Fortifying Your Defenses: Techniques to Thwart Adversarial Attacks and Boost Performance of Machine Learning-Based Intrusion Detection Systems. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Zhengping 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? Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Liquan Chen, Han Wang, Tianyu Lu, Zeyu Xu A Key Generation Scheme for IoV Communication Based on Neural Network Autoencoders. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Liquan Chen, Yufan Song, Tianyu Lu, Peng Zhang Machine Learning Assisted Physical Layer Secret Key Generation in the One-Time-Pad Encryption Scheme. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Mathew Williams, Silvija Kokalj-Filipovic, Armani Rodriguez Analysis of Lossy Generative Data Compression for Robust Remote Deep Inference. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Frost Mitchell, Phillip Smith, Aditya Bhaskara, Sneha Kumar Kasera Exploring Adversarial Attacks on Learning-based Localization. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Zixi Wang, Arick Grootveld, Mustafa Cenk Gursoy Hierarchical Over-the-Air Federated Learning with Differential Privacy. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1József Sándor, Roland Nagy, Levente Buttyán Increasing the Robustness of a Machine Learning-based IoT Malware Detection Method with Adversarial Training. Search on Bibsonomy WiseML@WiSec The full citation details ... 2023 DBLP  DOI  BibTeX  RDF
1Stefanos Koffas, Jing Xu, Mauro Conti, Stjepan Picek Can You Hear It?: Backdoor Attacks via Ultrasonic Triggers. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Michael Hegarty, Yalin E. Sagduyu, Tugba Erpek, Yi Shi 0001 Deep Learning for Spectrum Awareness and Covert Communications via Unintended RF Emanations. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Jithin Jagannath, Keyvan Ramezanpour, Anu Jagannath Digital Twin Virtualization with Machine Learning for IoT and Beyond 5G Networks: Research Directions for Security and Optimal Control. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Amir-Hossein Yazdani Abyaneh, Marwan Krunz Automatic Machine Learning for Multi-Receiver CNN Technology Classifiers. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Ceren 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. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Frost Mitchell, Aniqua Baset, Neal Patwari, Sneha Kumar Kasera, Aditya Bhaskara Deep Learning-based Localization in Limited Data Regimes. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Yang Hu, Batoul Taki, Waheed U. Bajwa, Manoop Talasila, Mukesh Mantan, Syed Anwar Aftab A Machine Learning-Driven Analysis of Phantom E911 Calls. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Scott Kuzdeba, Josh Robinson, Joseph M. Carmack, David Couto Systems View to Designing RF Fingerprinting for Real-World Operations. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Murtuza Jadliwala (eds.) WiseML@WiSec 2022: Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning, San Antonio, TX, USA, 19 May 2022 Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Shivenkumar Parmar, Xuyu Wang, Chao Yang 0025, Shiwen Mao Voice Fingerprinting for Indoor Localization with a Single Microphone Array and Deep Learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Tao Hou, Tao Wang 0026, Zhuo Lu, Yao Liu 0007, Yalin E. Sagduyu Undermining Deep Learning Based Channel Estimation via Adversarial Wireless Signal Fabrication. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Jithin 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. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Xue Wei, Dola Saha KNEW: Key Generation using NEural Networks from Wireless Channels. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1John Davies Accelerating RF Autonomy for Uncertain Environments. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Steven M. Hernandez, Eyuphan Bulut Online Stream Sampling for Low-Memory On-Device Edge Training for WiFi Sensing. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Ya Jiang, Long Jiao, Liang Zhao 0002, Kai Zeng 0001 Beam Pattern Fingerprinting with Missing Features for Spoofing Attack Detection in Millimeter-Wave Networks. Search on Bibsonomy WiseML@WiSec The full citation details ... 2022 DBLP  DOI  BibTeX  RDF
1Hesham Mohammed, Dola Saha Adversarial Learning for Cross Layer Security. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Alexandre Prud'Homme, Burak Kantarci Poisoning Attack Anticipation in Mobile Crowdsensing: A Competitive Learning-Based Study. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Jing Xu, Minhui Xue, Stjepan Picek Explainability-based Backdoor Attacks Against Graph Neural Networks. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Kian Hamedani, Lingjia Liu 0001, Jithin Jagannath, Yang Cindy Yi Adversarial Classification of the Attacks on Smart Grids Using Game Theory and Deep Learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Naveen Naik Sapavath, Danda B. Rawat Learning Model for Cyber-attack Index Based Virtual Wireless Network Selection. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Morriel 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. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Joseph M. Carmack, Steve Schmidt, Scott Kuzdeba Multi-Agent Reinforcement Learning Approaches to RF Fingerprint Enhancement. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Christina 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. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Jered 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. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Long Jiao, Guohua Sun, Junqing Le, Kai Zeng 0001 Machine Learning-Assisted Wireless PHY Key Generation with Reconfigurable Intelligent Surfaces. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Steve Schmidt, James Stankowicz, Joseph M. Carmack, Scott Kuzdeba RiftNeXt™: Explainable Deep Neural RF Scene Classification. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Amir Ahooye Atashin, Behrooz Razeghi, Deniz Gündüz, Slava Voloshynovskiy Variational Leakage: The Role of Information Complexity in Privacy Leakage. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Zhengping 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. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Yili Jiang, Kuan Zhang 0001, Yi Qian 0001, Rose Qingyang Hu Efficient and Privacy-preserving Distributed Learning in Cloud-Edge Computing Systems. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Attaullah Buriro, Francesco Ricci 0001, Bruno Crispo SWIPEGAN: Swiping Data Augmentation Using Generative Adversarial Networks for Smartphone User Authentication. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Selen Gecgel, Gunes Karabulut Kurt Intermittent Jamming against Telemetry and Telecommand of Satellite Systems and A Learning-driven Detection Strategy. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Mohini Patil, Xuyu Wang, Xiangyu Wang 0011, Shiwen Mao Adversarial Attacks on Deep Learning-based Floor Classification and Indoor Localization. Search on Bibsonomy WiseML@WiSec The full citation details ... 2021 DBLP  DOI  BibTeX  RDF
1Matthew DelVecchio, Vanessa Arndorfer, William C. Headley Investigating a spectral deception loss metric for training machine learning-based evasion attacks. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Michael J. De Lucia, Chase Cotton A network security classifier defense: against adversarial machine learning attacks. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Horacio Franco, Chris Cobo-Kroenke, Stephanie Welch, Martin Graciarena Wideband spectral monitoring using deep learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Dule Shu, Weilin Cong, Jiaming Chai, Conrad S. Tucker Encrypted rich-data steganography using generative adversarial networks. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Francesco Restuccia 0001, Salvatore D'Oro, Amani Al-Shawabka, Bruno Costa Rendon, Kaushik R. Chowdhury, Stratis Ioannidis, Tommaso Melodia Generalized wireless adversarial deep learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Zhengping Luo 0001, Shangqing Zhao, Zhuo Lu, Yalin E. Sagduyu, Jie Xu 0001 Adversarial machine learning based partial-model attack in IoT. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder Deep learning based wiretap coding via mutual information estimation. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1René 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 Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Mansi Patel, Xuyu Wang, Shiwen Mao Data augmentation with conditional GAN for automatic modulation classification. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Marc Chalé, Nathaniel D. Bastian, Jeffery Weir Algorithm selection framework for cyber attack detection. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Silvija Kokalj-Filipovic, Morriel Kasher, Michael Zhao, Predrag Spasojevic Detecting acoustic backdoor transmission of inaudible messages using deep learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Jinxin Liu 0001, Burak Kantarci, Carlisle Adams Machine learning-driven intrusion detection for Contiki-NG-based IoT networks exposed to NSL-KDD dataset. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Andrew Draganov, Carter Brown, Enrico Mattei, Cass Dalton, Jaspreet Ranjit Open set recognition through unsupervised and class-distance learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Yi Shi 0001, Kemal Davaslioglu, Yalin E. Sagduyu Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Dule Shu, Nandi O. Leslie, Charles A. Kamhoua, Conrad S. Tucker Generative adversarial attacks against intrusion detection systems using active learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2020 DBLP  DOI  BibTeX  RDF
1Ertugrul N. Ciftcioglu, Mike Ricos Efficient Power Adaptation against Deep Learning Based Predictive Adversaries. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Yueqian Zhang, Murat Simsek, Burak Kantarci Machine Learning-based Prevention of Battery-oriented Illegitimate Task Injection in Mobile Crowdsensing. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Savio Sciancalepore, Omar Adel Ibrahim, Gabriele Oligeri, Roberto Di Pietro Detecting Drones Status via Encrypted Traffic Analysis. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Yi Shi 0001, Kemal Davaslioglu, Yalin E. Sagduyu Generative Adversarial Network for Wireless Signal Spoofing. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Tamoghna Roy, Tim O'Shea 0001, Nathan E. West Generative Adversarial Radio Spectrum Networks. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Samuel 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. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Luca Pajola, Luca Pasa, Mauro Conti Threat is in the Air: Machine Learning for Wireless Network Applications. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Hai N. Nguyen, Tien Dang Vo-Huu, Triet Vo Huu, Guevara Noubir Towards Adversarial and Unintentional Collisions Detection Using Deep Learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Keval Doshi, Mahsa Mozaffari, Yasin Yilmaz RAPID: Real-time Anomaly-based Preventive Intrusion Detection. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Zachary L. Langford, Logan Eisenbeiser, Matthew Vondal Robust Signal Classification Using Siamese Networks. Search on Bibsonomy WiseML@WiSec The full citation details ... 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 Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Selen Gecgel, Caner Goztepe, Gunes Karabulut Kurt Jammer Detection based on Artificial Neural Networks: A Measurement Study. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Silvija Kokalj-Filipovic, Rob Miller, Joshua Morman Targeted Adversarial Examples Against RF Deep Classifiers. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ashish Adhikari, Danda B. Rawat, Min Song 0002 Wireless Network Virtualization by Leveraging Blockchain Technology and Machine Learning. Search on Bibsonomy WiseML@WiSec The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
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