Husnain Rafiq

14 papers B 1Misc 2Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
NIOM-DGA: Nature-inspired optimised ML-based model for DGA detection.
Comput. Secur.
Daniel Jeremiah, Husnain Rafiq, Ta Vinh Thong, Muhammad Usman, Mohsin Raza, Muhammad Awais
2024 Misc conf
Credit Card Fraud Detection Using Deep Neural Network with Shapley Additive Explanations.
FIT
Chidinma Faith Onyeoma, Husnain Rafiq, Daniel Jeremiah, Vinh-Thong Ta, Muhammad Usman
2024 J jnl
Deep reinforcement learning based Evasion Generative Adversarial Network for botnet detection.
Future Gener. Comput. Syst.
Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Muhammad Khalid, Husnain Rafiq
2024 J jnl
Key to Kindness: Reducing Toxicity In Online Discourse Through Proactive Content Moderation in a Mobile Keyboard.
CoRR
Mark Warner, Angelika Strohmayer, Matthew Higgs, Husnain Rafiq, Liying Yang, Lynne M. Coventry
2023 Misc conf
AI-Based Hand Gesture Recognition Through Camera on Robot.
FIT
Gergo Csonka, Muhammad Khalid, Husnain Rafiq, Yasir Ali
2023 J jnl
Evasion Generative Adversarial Network for Low Data Regimes.
IEEE Trans. Artif. Intell.
Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Husnain Rafiq
2023 J jnl
Mitigating Malicious Adversaries Evasion Attacks in Industrial Internet of Things.
IEEE Trans. Ind. Informatics
Husnain Rafiq, Nauman Aslam, Usman Ahmed, Jerry Chun-Wei Lin
2022 — conf
An Investigation on Fragility of Machine Learning Classifiers in Android Malware Detection.
INFOCOM Workshops
Husnain Rafiq, Nauman Aslam, Biju Issac, Rizwan Hamid Randhawa
2022 — —
Android malware detection using machine learning to mitigate adversarial evasion attacks.
Husnain Rafiq
2022 J jnl
Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection.
CoRR
Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Muhammad Khalid, Husnain Rafiq
2022 — conf
On Impact of Adversarial Evasion Attacks on ML-based Android Malware Classifier Trained on Hybrid Features.
SKIMA
Husnain Rafiq, Nauman Aslam, Biju Issac, Rizwan Hamid Randhawa
2021 J jnl
EVAGAN: Evasion Generative Adversarial Network for Low Data Regimes.
CoRR
Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Husnain Rafiq, Muhammad Khalid
2021 J jnl
Security Hardening of Botnet Detectors Using Generative Adversarial Networks.
IEEE Access
Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Husnain Rafiq, Frank Comeau
2020 B conf
Android Malware Classification Using Machine Learning and Bio-Inspired Optimisation Algorithms.
TrustCom
Jack Pye, Biju Issac, Nauman Aslam, Husnain Rafiq