13 citations · 23 across the 4 of their papers we have counts for
8 papers
Towards Web Phishing Detection Limitations and Mitigation
Alsharif Abuadbba, Shuo Wang, Mahathir Almashor +4
Web phishing remains a serious cyber threat responsible for most data breaches. Machine Learning (ML)-based anti-phishing detectors are seen as an effective countermeasure, and are…
Collaborative analysis of genomic data: vision and challenges
Sara Jafarbeiki, Raj Gaire, Amin Sakzad +2
The cost of DNA sequencing has resulted in a surge of genetic data being utilised to improve scientific research, clinical procedures, and healthcare delivery in recent years. Sinc…
Characterizing Malicious URL Campaigns
Mahathir Almashor, Ejaz Ahmed, Benjamin Pick +4
URLs are central to a myriad of cyber-security threats, from phishing to the distribution of malware. Their inherent ease of use and familiarity is continuously abused by attackers…
PrivGenDB: Efficient and privacy-preserving query executions over encrypted SNP-Phenotype database
Sara Jafarbeiki, Amin Sakzad, Shabnam Kasra Kermanshahi +4
Searchable symmetric encryption (SSE) has been used to protect the confidentiality of genomic data while providing substring search and range queries on a sequence of genomic data,…
ReinforceBug: A Framework to Generate Adversarial Textual Examples
Bushra Sabir, M. Ali Babar, Raj Gaire
Adversarial Examples (AEs) generated by perturbing original training examples are useful in improving the robustness of Deep Learning (DL) based models. Most prior works, generate…
Machine Learning for Detecting Data Exfiltration: A Review
Bushra Sabir, Faheem Ullah, M. Ali Babar +1
Context: Research at the intersection of cybersecurity, Machine Learning (ML), and Software Engineering (SE) has recently taken significant steps in proposing countermeasures for d…