A Comparative Evaluation of Anomaly Detectors under Portscan Attacks. - Ayesha Binte Ashfaq; Maria Joseph Robert; Asma Mumtaz; Muhammad Qasim Ali; Ali Sajjad; Syed Ali Khayam (RAID, 2008)

On the Inefficient Use of Entropy for Anomaly Detection. - Mobin Javed; Ayesha Binte Ashfaq; M. Zubair Shafiq; Syed Ali Khayam (RAID, 2009)

An Information-Theoretic Combining Method for Multi-Classifier Anomaly Detection Systems. - Ayesha Binte Ashfaq; Mobin Javed; Syed Ali Khayam; Hayder Radha (ICC, 2010)

Accuracy improving guidelines for network anomaly detection systems. - Ayesha Binte Ashfaq; Muhammad Qasim Ali; Syed Ali Khayam (J. Comput. Virol., 2011)

Joint network-host based malware detection using information-theoretic tools. - Syed Ali Khayam; Ayesha Binte Ashfaq; Hayder Radha (J. Comput. Virol., 2011)

Revisiting anomaly detection system design philosophy. - Ayesha Binte Ashfaq; Muhammad Qasim Ali; Ehab Al-Shaer; Syed Ali Khayam (CCS, 2013)

Information theoretic feature space slicing for statistical anomaly detection. - Ayesha Binte Ashfaq; Sajjad Rizvi; Mobin Javed; Syed Ali Khayam; Muhammad Qasim Ali; Ehab Al-Shaer (J. Netw. Comput. Appl., 2014)

Towards a science of anomaly detection system evasion. - Muhammad Qasim Ali; Ayesha Binte Ashfaq; Ehab Al-Shaer; Qi Duan (CNS, 2015)

Network Intrusion Detection System for Jamming Attack in LoRaWAN Join Procedure. - Syed Muhammad Danish; Arfa Nasir; Hassaan Khaliq Qureshi; Ayesha Binte Ashfaq; Shahid Mumtaz; Jonathan Rodriguez 001 (ICC, 2018)

Diagnosing bot infections using Bayesian inference. - Ayesha Binte Ashfaq; Zainab Abaid; Maliha Ismail; Muhammad Umar Aslam; Affan A. Syed; Syed Ali Khayam (J. Comput. Virol. Hacking Tech., 2018)