8 citations · 12 across the 4 of their papers we have counts for
4 papers
Explainability Guided Adversarial Evasion Attacks on Malware Detectors
Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam +1
As the focus on security of Artificial Intelligence (AI) is becoming paramount, research on crafting and inserting optimal adversarial perturbations has become increasingly critica…
Intra-Section Code Cave Injection for Adversarial Evasion Attacks on Windows PE Malware File
Kshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam +1
Windows malware is predominantly available in cyberspace and is a prime target for deliberate adversarial evasion attacks. Although researchers have investigated the adversarial ma…
Online Malware Classification with System-Wide System Calls in Cloud IaaS
Phillip Brown, Austin Brown, Maanak Gupta +1
Accurately classifying malware in an environment allows the creation of better response and remediation strategies by cyber analysts. However, classifying malware in a live environ…
Machine Learning in Access Control: A Taxonomy and Survey
Mohammad Nur Nobi, Maanak Gupta, Lopamudra Praharaj +3
An increasing body of work has recognized the importance of exploiting machine learning (ML) advancements to address the need for efficient automation in extracting access control…