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09/12/2023
Do Generative Large Language Models need billions of parameters?
This paper presents novel systems and methodologies for the development ...
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02/23/2023
Detecting software vulnerabilities using Language Models
Recently, deep learning techniques have garnered substantial attention f...
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02/18/2023
RobustNLP: A Technique to Defend NLP Models Against Backdoor Attacks
As machine learning (ML) systems are being increasingly employed in the ...
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02/14/2023
Backdoor Learning for NLP: Recent Advances, Challenges, and Future Research Directions
Although backdoor learning is an active research topic in the NLP domain...
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01/28/2023
Harnessing the Power of Decision Trees to Detect IoT Malware
Due to its simple installation and connectivity, the Internet of Things ...
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01/26/2023
New Approach to Malware Detection Using Optimized Convolutional Neural Network
Cyber-crimes have become a multi-billion-dollar industry in the recent y...
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01/03/2022