Search Results for author: Muhammad Ejaz Ahmed

Found 3 papers, 0 papers with code

Peeler: Profiling Kernel-Level Events to Detect Ransomware

no code implementations29 Jan 2021 Muhammad Ejaz Ahmed, Hyoungshick Kim, Seyit Camtepe, Surya Nepal

Based on those characteristics, we develop Peeler that continuously monitors a target system's kernel events and detects ransomware attacks on the system.

Malware Detection Cryptography and Security

Decamouflage: A Framework to Detect Image-Scaling Attacks on Convolutional Neural Networks

no code implementations8 Oct 2020 Bedeuro Kim, Alsharif Abuadbba, Yansong Gao, Yifeng Zheng, Muhammad Ejaz Ahmed, Hyoungshick Kim, Surya Nepal

To corroborate the efficiency of Decamouflage, we have also measured its run-time overhead on a personal PC with an i5 CPU and found that Decamouflage can detect image-scaling attacks in milliseconds.

Steganalysis

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