Search Results for author: Arash Mahyari

Found 5 papers, 2 papers with code

A Transformer-Based Framework for Payload Malware Detection and Classification

no code implementations27 Mar 2024 Kyle Stein, Arash Mahyari, Guillermo Francia III, Eman El-Sheikh

Techniques such as Deep Packet Inspection (DPI) have been introduced to allow IDSs analyze the content of network packets, providing more context for identifying potential threats.

Binary Classification Intrusion Detection +1

A Hierarchical Deep Neural Network for Detecting Lines of Codes with Vulnerabilities

1 code implementation15 Nov 2022 Arash Mahyari

Software vulnerabilities, caused by unintentional flaws in source codes, are the main root cause of cyberattacks.

Real-Time Learning from An Expert in Deep Recommendation Systems with Marginal Distance Probability Distribution

no code implementations12 Oct 2021 Arash Mahyari, Peter Pirolli, Jacqueline A. LeBlanc

Moreover, exercise recommendation systems are significantly different from streaming recommendation systems in that we are not able to collect click feedback from the participants in exercise recommendation systems.

Active Learning Recommendation Systems

Policy Augmentation: An Exploration Strategy for Faster Convergence of Deep Reinforcement Learning Algorithms

1 code implementation10 Feb 2021 Arash Mahyari

Despite advancements in deep reinforcement learning algorithms, developing an effective exploration strategy is still an open problem.

Matrix Completion reinforcement-learning +1

Physical Exercise Recommendation and Success Prediction Using Interconnected Recurrent Neural Networks

no code implementations1 Oct 2020 Arash Mahyari, Peter Pirolli

Unhealthy behaviors, e. g., physical inactivity and unhealthful food choice, are the primary healthcare cost drivers in developed countries.

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