Security Hardening of Botnet Detectors Using Generative Adversarial Networks
Randhawa, Rizwan Hamid, Aslam, Nauman, Alauthman, Mohammad, Rafiq, Husnain, Comeau, Frank
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
On Impact of Adversarial Evasion Attacks on ML-based Android Malware Classifier Trained on Hybrid Features
Rafiq, Husnain, Aslam, Nauman, Issac, Biju, Randhawa, Rizwan Hamid
Published in 2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) (02.12.2022)
Published in 2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA) (02.12.2022)
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Conference Proceeding
Evasion Generative Adversarial Network for Low Data Regimes
Randhawa, Rizwan Hamid, Aslam, Nauman, Alauthman, Mohammad, Rafiq, Husnain
Published in IEEE transactions on artificial intelligence (01.10.2023)
Published in IEEE transactions on artificial intelligence (01.10.2023)
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Journal Article
An Investigation on Fragility of Machine Learning Classifiers in Android Malware Detection
Rafiq, Husnain, Aslam, Nauman, Issac, Biju, Randhawa, Rizwan Hamid
Published in IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (02.05.2022)
Published in IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (02.05.2022)
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Conference Proceeding
EVAGAN: Evasion Generative Adversarial Network for Low Data Regimes
Randhawa, Rizwan Hamid, Aslam, Nauman, Alauthman, Mohammad, Rafiq, Husnain
Year of Publication 14.09.2021
Year of Publication 14.09.2021
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Journal Article
AquaEye: A Low Cost Flood Early Warning System for Developing Countries
Randhawa, Rizwan Hamid, Mahmood, Rashid, Ahmad, Tahir
Published in 2018 International Conference on Frontiers of Information Technology (FIT) (01.12.2018)
Published in 2018 International Conference on Frontiers of Information Technology (FIT) (01.12.2018)
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Conference Proceeding
Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection
Randhawa, Rizwan Hamid, Aslam, Nauman, Alauthman, Mohammad, Khalid, Muhammad, Rafiq, Husnain
Year of Publication 06.10.2022
Year of Publication 06.10.2022
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Journal Article
EVAGAN: Evasion Generative Adversarial Network for Low Data Regimes
Rizwan Hamid Randhawa, Nauman Aslam, Alauthman, Mohammad, Husnain Rafiq
Published in arXiv.org (06.08.2022)
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Published in arXiv.org (06.08.2022)
Paper
A low cost design of MIL-STD-1553 devices
Randhawa, R. H., Imran, M.
Published in 2012 IEEE First AESS European Conference on Satellite Telecommunications (ESTEL) (01.10.2012)
Published in 2012 IEEE First AESS European Conference on Satellite Telecommunications (ESTEL) (01.10.2012)
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Conference Proceeding