Session #4: Machine Learning for Cyber Security

• A Study on the Privacy Concerns of the Internet of Things
  Katie Zhang (Barnard College, USA); Yanjun Qian (Virginia Commonwealth University, USA); Vivian Motti (George Mason University, USA); Carol J Fung(Concordia University, Canada)


• Real-Time Detection of Low-Rate DDoS Attacks in SDN-Based Networks Using Online Machine Learning Model
  Abdussalam Alashhab Alashhab (Universiti Teknologi PETRONAS, Malaysia)


• A Systematic Literature Review of Machine Learning Approaches for In-Browser Cryptojacking Detection
  Otavio Kiyatake Nicesio (IPT - Institute for Technological Research of the State of São Paulo, Brazil); Adriano Galindo Leal (Institute for Technological Research of the São Paulo State, Brazil)

COFFEE BREAK | Poster Session #3: Anomaly Detection

• Score-Based Unsupervised Anomaly Detection Using Graph Clustering and the Activity and Event Network Model
  Amir Mohammadi Bagha and Isaac Woungang (Toronto Metropolitan University, Canada); Issa Traore (University of Victoria, Canada)


• Towards Cluster-Based Split Federated Learning Approach for Continuous User Authentication
  Mohamad Wazzeh (École de Technologie Supérieure, Canada); Mohamad Arafeh (Ecole de Technologie Superieure, Canada); Hakima Ould-Slimane(Université du Québec à Trois-Rivières, Canada); Chamseddine Talhi (Ecole de Technologie Superieure, Canada); Azzam Mourad (Lebanese American University, Lebanon); Hadi Otrok (Khalifa University, United Arab Emirates & Concordia University, Canada)


• Feature Engineering for Injection Attack Detection: An Exploration from SQLI to XSS
  Alexander Loginov, Nur Zincir-Heywood and M. I. Heywood (Dalhousie University, Canada)

Keynote #2: Privacy options for central bank digital currencies (CBDCs)

Speaker: Jeremy Clark (Concordia University, Canada)

Session #5: Access Control

• Incremental Threshold Scheme Enabled IoT Group Key Management
  Mingyan Li, Samuel C Hollifield and Michael D Iannacone (Oak Ridge National Laboratory, USA)


• Implementing the Principle of Least Privilege Using Linux Capabilities: Challenges and Perspectives
  Eddie Billoir (Université Toulouse III Paul Sabatier, IRIT & Airbus Protect, France); Romain Laborde (Université Toulouse III, Paul Sabatier & IRIT, France); Ahmad Samer Wazan (Zayed University, United Arab Emirates); Yves Rütschlé(Airbus Protect, France); Abdelmalek Benzekri (Paul Sabatier University, France)


• Protect the Gate - Not Only Once: Continuous Access Evaluation in Practice
  Tobias Hilbig and Vitali Serzantov (Munich University of Applied Sciences, Germany); Thomas Schreck (University of Applied Science Munich, Germany)

COFFEE BREAK | Poster Session #4: Privacy

• Efficient Privacy-Preserving ML for IoT: Cluster-Based Split Federated Learning Scheme for Non-IID Data
  Mohamad Arafeh (Ecole de Technologie Superieure, Canada); Mohamad Wazzeh (École de Technologie Supérieure, Canada); Hakima Ould-Slimane(Université du Québec à Trois-Rivières, Canada); Chamseddine Talhi (Ecole de Technologie Superieure, Canada); Azzam Mourad (Lebanese American University, Lebanon); Hadi Otrok (Khalifa University, United Arab Emirates & Concordia University, Canada)


• Regulatory Compliance Verification: A Privacy Preserving Approach
  Mohammed B. M. Kamel (Furtwangen University, Germany & Eotvos Lorand University, Hungary); Massimo Morello (European Central Bank, Germany); Petri Sainio (University of Turku, Finland) 


• Private Identity-Related Attribute Verification Protocol Using SoulBound Tokens and Zero-Knowledge Proofs
  Miquel Àngel Cabot-Nadal (University of the Balearic Islands, Spain); Brendan Playford (Masa Finance, USA); María Magdalena Payeras-Capellà (Universidad de las Islas Baleares, Spain); Sebastian Gerske (Masa Finance, USA); Macià Mut-Puigserver (Universitat de les Illes Balears, Spain); Rosa Pericas Gornals(University of the Balearic Islands, Spain)

Session #6: Inference and Deception for Cyber Security

• Inferring the Confidence Level of BGP-Based Distributed Intrusion Detection Systems Alarms
  Renato Souza Silva, Felipe M. F. de Assis, Evandro Luiz Cardoso Macedo and Luis Felipe M. de Moraes (Federal University of Rio de Janeiro (UFRJ), Brazil) 


• Mirage: Cyber Deception Against Autonomous Cyber Attacks Michael B Kouremetis, Ron Alford and Dean Lawrence (MITRE Corporation, USA) 


• Stealthy Attacks on Multi-Agent Reinforcement Learning in Mobile Cyber-Physical Systems
  Sarra Alqahtani (University of Tulsa, USA); Talal Halabi (Laval University, Canada)

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