IEEE International Conference on Communications
9–13 June 2024 // Denver, CO, USA
Scaling the Peaks of Global Communications


Sunday, June 09
Time: 8:30 - 17:30

8:30 - 8:33
Opening Session

8:33 - 9:33
Keynote Session 1
RF Fingerprinting: Challenges and Experiences in Real-world Applications

Kaushik Chowdhury (Northeastern University, USA)

9:33 – 10:15
Session 1: Deep Learning for RF Fingerprinting and Automatic Modulation Classification
Classification of RF Transmitters in the Presence of Multipath Effects using CNN-LSTM
Pradnya Patil, Zhuangkun Wei, Ivan Petrunin and Weisi Guo (Cranfield University, United Kingdom (Great Britain))

AI Generated Wireless Data for Enhanced Satellite Device Fingerprinting
Ningning Wang and Tianya Zhao (Florida International University, USA); Shiwen Mao (Auburn University, USA); Xuyu Wang (Florida International University, USA)

10:15 – 10:45
Coffee Break

10:45 – 11:27
Session 1: Deep Learning for RF Fingerprinting and Automatic Modulation Classification (Continued)
Spectrum Enhancement Based Modulation Recognition with Dual-Cue Attention Fusion and Extraction
Jiaqi Gao, Jie Li, Siqin Ning and Qihui Wu (Nanjing University of Aeronautics and Astronautics, China)

Temperature Sensitivity of RFML Algorithms
Brennan E Olds (Virginia Polytechnic Institute and State University & Hume Center for National Security and Technology, USA); Alan J Michaels (Virginia Tech & Hume Center for National Security and Technology, USA)

11:27 – 12:30
Multifaceted DDoS Attack Prediction by Multivariate Time Series and Ordinal Patterns
Ligia F. Borges (Federal University of Minas Gerais - UFMG, Brazil); Anderson Bergamini de Neira (Federal University of Parana, Brazil); Lucas Albano and Michele Nogueira (Federal University of Minas Gerais, Brazil)

Optimized Ensemble Model with Genetic Algorithm for DDoS Attack Detection in IoT Networks
Makhduma Farukali Saiyed and Irfan S. Al-Anbagi (University of Regina, Canada)

AE-BiLSTM: Multivariate Time-Series EMI Anomaly Detection in 5G-R High-Speed Rail Wireless Communications
Yejing Fan, Li Zhang and Kang Li (University of Leeds, United Kingdom (Great Britain)

12:30 – 13:30
Lunch Break

13:30 – 14:30
Keynote Session 2
Empowering DDoS Attack Prediction through Machine Learning and Deep Learning
Michele Nogueira (Federal University of Minas Gerais, Brazil)

14:30 – 15:15
Session 2: Deep Learning for Attack Prediction and Detection (Continued)

Detecting 5G Signal Jammers Using Spectrograms with Supervised and Unsupervised Learning
Matteo Varotto (Hochschule Darmstadt, Germany); Stefan Valentin (Darmstadt University of Applied Sciences, Germany); Stefano Tomasin (University of Padova, Italy)

An Intelligent Digital Twin Model for Attack Detection in Zero-Touch 6G networks
Burcu Bolat-Akça (National Defence University, Turkey); Elif Bozkaya (National Defence University Turkish Naval Academy, Turkey); Berk Canberk and Bill Buchanan (Edinburgh Napier University, United Kingdom (Great Britain)); Stefan Schmid (TU Berlin, Germany)

15:15 – 15:45
Coffee Break

15:45 - 17:30
Session 3: Deep Learning for Secure Communication and Privacy

Knowledge Distillation-Based Robust UAV Swarm Communication Under Malicious Attacks
Qirui Wu and Yirun Zhang (King's College London, United Kingdom (Great Britain)); Zhaohui Yang (Zhejiang University, China); Mohammad Shikh-Bahaei (King's College London, United Kingdom (Great Britain)

Learning Asymmetric Cross Layer Encryption for Wireless Communication
Hesham Mohammed (University at Albany, SUNY, USA)

Single- and Multi-Agent Private Active Sensing: A Deep Neuroevolution Approach
George Stamatelis (National and Kapodistrian University of Athens, Greece); Angelos-Nikolaos Kanatas (National Technical University of Athens, Greece); Ioannis Asprogerakas (National and Technical University of Athens, Greece); George C. Alexandropoulos (University of Athens, Greece)

Detection of Unknown Signals at Low SNRs
Nathaniel W Rowe (University at Albany, USA); Dola Saha (University at Albany, SUNY, USA)

UFed-GAN: Secure Federated Learning over Wireless Sensor Networks with Unlabeled Data
Achintha Wijesinghe (University of California, Davis & University of Moratuwa, USA); Songyang Zhang (University of Louisiana at Lafayette, USA); Siyu Qi (University of California, USA); Zhi Ding (University of California at Davis, USA)

Diamond Patrons

Silver Patrons

Bronze Patrons