Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Memory Forensic"”.
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VADViT:Vision Transformer-Driven Memory Forensics for Malicious Process Detection and Explainable Threat Attribution
… detection, necessitating advanced memory forensic techniques. Machine learning offers potential but struggles with outdated feature sets, large memory data handling, and forensic explainability. To address these challenges, we propose VADViT, a vision-based transformer model that …
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THE SCALABLE AND ACCOUNTABLE BINARY CODE SEARCH AND ITS APPLICATIONS
… techniques (vulnerability identification and memory analysis) in terms of scalability and accuracy. In order to demonstrate its benefits, I address two issues of code search by using the code analysis: scalability and accountability. I further demonstrate the benefit of code search by applying …
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Towards an optimised and adaptive automation of post-incident malware investigation: a novel reinforcement learning framework
… and accurate analysis of malware in live memory dumps. This study introduces a unified investigation model that integrates static analysis, behavioural profiling, and machine-learning methodologies, surpassing traditional methods in adaptability and scalability. Key contributions include …
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Artificial Intelligence for Android Stealth-Attack Detection: A Digital Forensics Approach
… an attacker can have access to the main memory where data is stored in clear text e.g., encryption keys. Over the years, various static and dynamic analysis techniques (both without and with execution) have been developed, particularly automatic detection systems based on Artificial …