Faculty profile
Isaac Woungang
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Research
Latest papers
XAPT: Explainable Anomaly-Driven Prediction of Threat Stages in APT Campaigns.
IEEE access : practical innovations, open solutions · 2025
Context-Aware Trust and Reputation Routing Protocol for Opportunistic IoT Networks.
Sensors (Basel, Switzerland) · 2024
PINE: Post-Quantum Based Incentive Technique for Non-Cooperating Nodes in Internet of Everything.
Sensors (Basel, Switzerland) · 2022 · senior author
Latest funding
- $25,000
Intelligent Context Aware Information Handling in Sensor/IoT Communications
NSERC · 2024 · Principal investigator
- $138,000
Machine Learning-Aided Solutions for Efficient Planning, Design, Operation and Adaptation of Beyond 5G Wireless Networks
NSERC · 2022 · Principal investigator
- $120,000
Design, Analysis, and Optimization of an End-to-End Cloud-Centric System for Internet of Things over HetNet
NSERC · 2017 · Principal investigator
3 publications.
XAPT: Explainable Anomaly-Driven Prediction of Threat Stages in APT Campaigns.
Lu W, Traoré I, Woungang I, Brown E, Brocardo ML, Yu Q, Soh OL
Context-Aware Trust and Reputation Routing Protocol for Opportunistic IoT Networks.
Singh J, Dhurandher SK, Woungang I, Chao HC
PINE: Post-Quantum Based Incentive Technique for Non-Cooperating Nodes in Internet of Everything.
Balaji A, Dhurandher SK, Woungang I
Intelligent Context Aware Information Handling in Sensor/IoT Communications
Principal investigators: WOUNGANG, ISAAC I
Keywords: artificial intelligence; b5g/6g networks; context-aware information; data-driven processing; intelligent sensing; internet of things; machine learning; network resource management; performance analysis; sensing and communication
Machine Learning-Aided Solutions for Efficient Planning, Design, Operation and Adaptation of Beyond 5G Wireless Networks
Principal investigators: Woungang, Isaac
Keywords: machine learning for wireless communications; beyond 5g wireless networks (b5g); wireless internet of things; edge intelligence in internet of things; monitoring and network optimization in b5g; radio resource mavnagement; secure-aware resource managers; tactile internet; mobile cloud/edge computing; industrial internet of things
Design, Analysis, and Optimization of an End-to-End Cloud-Centric System for Internet of Things over HetNet
Principal investigators: Woungang, Isaac
Development of a secure enterprise data deduplication-based monitoring scheme for cloud environment
Principal investigators: Woungang, Isaac
Attacks and defense in mobile wireless ad hoc networks
Principal investigators: Woungang, Isaac
Attacks and defense in mobile wireless ad hoc networks
Principal investigators: Woungang, Isaac
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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