Differential Privacy for IoT-Enabled Critical Infrastructure: A Comprehensive Survey. - Muhammad Akbar Husnoo; Adnan Anwar; Ripon K. Chakrabortty; Robin Doss; Mike Ryan (IEEE Access, 2021)

Do not get fooled: Defense against the one-pixel attack to protect IoT-enabled Deep Learning systems. - Muhammad Akbar Husnoo; Adnan Anwar (Ad Hoc Networks, 2021)

FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers. - Muhammad Akbar Husnoo; Adnan Anwar; Nasser Hosseinzadeh; Shama Naz Islam; Abdun Naser Mahmood; Robin Doss (CoRR, 2022)

Towards Robust Misbehavior Detection in Power Control Systems: A Gradient Quantization Approach. - Muhammad Akbar Husnoo; Adnan Anwar; Robin Doss; Nasser Hosseinzadeh (ARTMAN@CCS, 2023)

POSTER: A Semi-asynchronous Federated Intrusion Detection Framework for Power Systems. - Muhammad Akbar Husnoo; Adnan Anwar; Haftu Tasew Reda; Nasser Hosseinzadeh (AsiaCCS, 2023)

Misbehaviour Detection for Smart Grids using a Privacy-centric and Computationally Efficient Federated Learning Approach. - Muhammad Akbar Husnoo; Adnan Anwar; Nasser Hosseinzadeh; Robin Doss; Biplab Sikdar 001 (GLOBECOM, 2023)

FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination. - Muhammad Akbar Husnoo; Adnan Anwar; Haftu Tasew Reda; Nasser Hosseinzadeh; Shama Naz Islam; Abdun Naser Mahmood; Robin Doss (INFOCOM Workshops, 2023)

FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination. - Muhammad Akbar Husnoo; Adnan Anwar; Haftu Tasew Reda; Nasser Hosseinzadeh; Shama Naz Islam; Abdun Naser Mahmood; Robin Doss (CoRR, 2023)

False data injection threats in active distribution systems: A comprehensive survey. - Muhammad Akbar Husnoo; Adnan Anwar; Nasser Hosseinzadeh; Shama Naz Islam; Abdun Naser Mahmood; Robin Doss (Future Gener. Comput. Syst., 2023)

Aspect-based automated evaluation of dialogues. - Arash Shabanpour; Ziwei Hou; Muhammad Akbar Husnoo; Khanh Linh Nguyen; John Yearwood; Nayyar Abbas Zaidi (Knowl. Based Syst., 2023)

Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach. - Muhammad Akbar Husnoo; Adnan Anwar; Md. Enamul Haque; Abdun Naser Mahmood (CoRR, 2024)

A Secure Federated Learning Framework for Residential Short-Term Load Forecasting. - Muhammad Akbar Husnoo; Adnan Anwar; Nasser Hosseinzadeh; Shama Naz Islam; Abdun Naser Mahmood; Robin Doss (IEEE Trans. Smart Grid, 2024)