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Apr 23, 2024 · 7 min read · This paper describes Deep Sign, a new method for automatic generation and classification of malware signatures. This blog is originally written for CSCE 689:601 and is the 24th (last) blog of the series: "Machine Learning-Based CyberDefenses". Paper ...
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Apr 22, 2024 · 5 min read · This paper describes AutoYara algorithm using biclustering and large n-grams to automate Yara rule generation for specific malware families, aimed at reducing analyst workload and enhancing rule efficiency. This blog is originally written for CSCE 68...
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Apr 15, 2024 · 6 min read · This paper describes authentication methods, including passphrase and keystroke dynamics, addressing their usability, vulnerabilities, and the potential for continuous authentication. This blog is originally written for CSCE 689:601 and is the 22nd b...
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Apr 15, 2024 · 7 min read · This paper describes the challenges and solutions in continuous authentication, emphasizing the balance between security and usability. This blog is originally written for CSCE 689:601 and is the 21st blog of the series: "Machine Learning-Based Cyber...
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Apr 8, 2024 · 7 min read · This paper describes an experimental study examining the impact of user-AI interactive systems on productivity and security risks. This blog is originally written for CSCE 689:601 and is the 20th blog of the series: "Machine Learning-Based CyberDefen...
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