Essays about: "data obfuscation"
Showing result 1 - 5 of 12 essays containing the words data obfuscation.
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1. Detecting PowerShell Obfuscation Techniques using Natural Language Processing
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : PowerShell obfuscation is often used to avoid getting detected by Anti Virus programs. There are several different techniques to change a PowerShell script and still perform the same tasks. Detecting these obfuscated files is a good addition in order to detect malicious files. READ MORE
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2. Fast Classification of Obfuscated Malware with an Artificial Neural Network
University essay from KTH/DatavetenskapAbstract : Malware has posed a problem ever since the first variant was created in the 1980s. As malware detection techniques have advanced, malware developers have in turn found better ways to hide and obfuscate malware. Machine learning (ML) has seen great expansion into many fields over the last years, this includes the field of cybersecurity. READ MORE
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3. Supply chain attacks in open source projects
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : The space of open source supply chain attacks is ever evolving and growing. There is extensive previous work identifying and collecting open source supply chain attacks, as well as identifying patterns in these attacks and proving that machine learning models may be able to detect these patterns. READ MORE
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4. Increased evasion resilience in modern PDF malware detectors : Using a more evasive training dataset
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The large scale usage of the PDF coupled with its versatility has made the format an attractive target for carrying and deploying malware. Traditional antivirus software struggles against new malware and PDF's vast obfuscation options. In the search of better detection systems, machine learning based detectors have been developed. READ MORE
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5. What's the Deal with Stegomalware? : The Techniques, Challenges, Defence and Landscape
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : Stegomalware is the art of hiding malicious software with steganography. Steganography is the technique of hiding data in a seemingly innocuous carrier. The occurrence of stegomalware is increasing, with attackers using ingenious techniques to avoid detection. READ MORE
