Items where Author is "Rafiq, Husnain"

Aslam, Nauman, Randhawa, Rizwan Hamid, Alauthman, Mohammad and Rafiq, Husnain (2023) Evasion Generative Adversarial Network for Low Data Regimes. IEEE Transactions on Artificial Intelligence, 4 (5). pp. 1076-1088. ISSN 2691-4581

Rafiq, Husnain, Aslam, Nauman, Aleem, Muhammad, Issac, Biju and Randhawa, Rizwan Hamid (2022) AndroMalPack: Enhancing the ML-based Malware Classification by Detection and Removal of Repacked Apps for Android Systems. Scientific Reports, 12 (1). p. 19534. ISSN 2045-2322

Rafiq, Husnain (2022) Android malware detection using machine learning to mitigate adversarial evasion attacks. Doctoral thesis, Northumbria University.

Rafiq, Husnain, Aslam, Nauman, Issac, Biju and Randhawa, Rizwan Hamid (2022) An Investigation on Fragility of Machine Learning Classifiers in Android Malware Detection. In: IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, Piscataway, US, pp. 1-6. ISBN 9781665409278, 9781665409261

Randhawa, Rizwan Hamid, Aslam, Nauman, Alauthman, Mohammad, Rafiq, Husnain and Comeau, Frank (2021) Security Hardening of Botnet Detectors Using Generative Adversarial Networks. IEEE Access, 9. pp. 78276-78292. ISSN 2169-3536

Rafiq, Husnain, Aslam, Nauman, Ahmed, Usman and Lin, Jerry Chun-Wei (2021) Mitigating Malicious Adversaries Evasion Attacks in Industrial Internet of Things. IEEE Transactions on Industrial Informatics, 19 (1). pp. 960-968. ISSN 1551-3203

Pye, Jack, Issac, Biju, Aslam, Nauman and Rafiq, Husnain (2020) Android Malware Classification Using Machine Learning and Bio-Inspired Optimisation Algorithms. In: 2020 IEEE 19th International Conference on Trust, Security and Privacy in Computing and Communications: TrustCom 2020. IEEE, Piscataway, pp. 1777-1882. ISBN 9781665403924