Convolutional long short-term memory for fileless malware detection
In cybersecurity, the rise of fileless malware poses a significant challenge to endpoint security. Traditional detection methods often fail against these sophisticated attacks, necessitating advanced techniques like deep learning models. This study highlights the limitations of Bi-Directional Long S...
| Main Authors: | Kareegalan, Kunaprasan, Asmawi, Aziah, Abdullah, Mohd Taufik, Ninggal, Mohd Izuan Hafez, Abdullah, Muhammad Daniel Hafiz, Muhsen, Yousif Raad |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Semarak Ilmu Publishing
2025
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/117331/ http://psasir.upm.edu.my/id/eprint/117331/1/117331.pdf |
Similar Items
Convolutional Long Short-Term Memory for fileless malware detection
by: Kareegalan, Kunaprasan
Published: (2024)
by: Kareegalan, Kunaprasan
Published: (2024)
A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
by: Ding, L., et al.
Published: (2018)
by: Ding, L., et al.
Published: (2018)
Smart-contract privacy preservation mechanism
by: Siraj, Muhammed, et al.
Published: (2023)
by: Siraj, Muhammed, et al.
Published: (2023)
Chiller power consumption forecasting for commercial building based on hybrid convolution neural networks-long short-term memory model with barnacles mating optimizer
by: Mohd Herwan, Sulaiman, et al.
Published: (2025)
by: Mohd Herwan, Sulaiman, et al.
Published: (2025)
Short review on metamorphic malware detection in Hidden Markov Models
by: Yeong, T. Ling, et al.
Published: (2017)
by: Yeong, T. Ling, et al.
Published: (2017)
Long Short-Term Memory Network for Human Activity Classification
by: Welhenge, Anuradhi, et al.
Published: (2020)
by: Welhenge, Anuradhi, et al.
Published: (2020)
The implementation of long-short term memory for tourism industry in Malaysia
by: Siti Aishah Tsamienah, Taib, et al.
Published: (2025)
by: Siti Aishah Tsamienah, Taib, et al.
Published: (2025)
Human activity classification using long short-term memory network
by: Malshika Welhenge, Anuradhi, et al.
Published: (2019)
by: Malshika Welhenge, Anuradhi, et al.
Published: (2019)
The Rise of “malware”: Bibliometric Analysis of Malware Study
by: Mohd Faizal, Ab Razak, et al.
Published: (2016)
by: Mohd Faizal, Ab Razak, et al.
Published: (2016)
Investigation of bypassing malware defences and malware detections
by: Daryabar, Farid, et al.
Published: (2011)
by: Daryabar, Farid, et al.
Published: (2011)
The influence of short-term and long-term memories in learning algebra in distance education system
by: Lee , Ya Ling, et al.
by: Lee , Ya Ling, et al.
Nonnegative matrix factorization and metamorphic malware detection
by: Ling, Yeong Tyng, et al.
Published: (2019)
by: Ling, Yeong Tyng, et al.
Published: (2019)
Verbal working memory and short-term memory : bilingual vs monolingual children
by: Ozfidan, Burhan
Published: (2021)
by: Ozfidan, Burhan
Published: (2021)
Handwritten Bangla numeral recognition using deep long short term memory
by: Ahmed, Mahtab, et al.
Published: (2017)
by: Ahmed, Mahtab, et al.
Published: (2017)
Scalable workflow scheduling algorithm for minimizing makespan and failure probability
by: Abdul Aziz, Maslina, et al.
Published: (2019)
by: Abdul Aziz, Maslina, et al.
Published: (2019)
The influence of spatial pattern on visual short-term memory for contrast
by: Xing, Yue, et al.
Published: (2014)
by: Xing, Yue, et al.
Published: (2014)
Structural features with nonnegative matrix factorization for metamorphic malware detection
by: Yeong, Tyng Ling, et al.
Published: (2021)
by: Yeong, Tyng Ling, et al.
Published: (2021)
Audiovisual classification of vocal outbursts in human conversation using long-short-term memory networks
by: Eyben, F., et al.
Published: (2011)
by: Eyben, F., et al.
Published: (2011)
Predicting Bitcoin and Ethereum prices using long short-term memory and gated recurrent unit
by: Mohd Haziq, Abdul Hadi, et al.
Published: (2023)
by: Mohd Haziq, Abdul Hadi, et al.
Published: (2023)
Prediction of international rice production using long short- term memory and machine learning models
by: Arya, Suraj, et al.
Published: (2025)
by: Arya, Suraj, et al.
Published: (2025)
Prediction of dengue cases using the attention-based long short-term memory (LSTM) approach
by: Majeed, Mokhalad A., et al.
Published: (2023)
by: Majeed, Mokhalad A., et al.
Published: (2023)
Malware visualizer: A web apps malware family classification with machine learning
by: Mohd Zamri, Osman, et al.
Published: (2021)
by: Mohd Zamri, Osman, et al.
Published: (2021)
Memory: A Very Short Introduction
by: Foster, Jonathan
Published: (2008)
by: Foster, Jonathan
Published: (2008)
Multi-convolution feature extraction and recurrent neural network dependent model for short-term load forecasting
by: Goh, Hui Hwang, et al.
Published: (2021)
by: Goh, Hui Hwang, et al.
Published: (2021)
The Interacting Behavior of Short- and Long-memory Investors in Agent-based Model
by: Tan, Duoduo
Published: (2007)
by: Tan, Duoduo
Published: (2007)
Bilinguals vs. Multilinguals :the differences in short term memory and attention performances
by: Muhamed, Nurul Shuhadah
Published: (2006)
by: Muhamed, Nurul Shuhadah
Published: (2006)
Bilinguals vs. Multilinguals :the differences in short term memory and attention performances
by: Nurul Shuhadah, Muhamed.
Published: (2006)
by: Nurul Shuhadah, Muhamed.
Published: (2006)
A single bout of cycling exercise effects on short term memory
by: Mohbin, Najihah
Published: (2018)
by: Mohbin, Najihah
Published: (2018)
Blood Pressure Estimation from PPG with Motion Artifacts using Long Short Term Memory Network
by: Welhenge, Anuradhi, et al.
Published: (2022)
by: Welhenge, Anuradhi, et al.
Published: (2022)
Comparison of recurrent neural network and long-short term memory technique in predicting mortality rate in Malaysia
by: Anupriya, S., et al.
Published: (2023)
by: Anupriya, S., et al.
Published: (2023)
Techniques for analysing android malware
by: Adebayo, Olawale Surajudeen, et al.
Published: (2014)
by: Adebayo, Olawale Surajudeen, et al.
Published: (2014)
Malware Analysis with Multiple Features
by: Ahmad Zabidi, Muhammad Najmi, et al.
Published: (2012)
by: Ahmad Zabidi, Muhammad Najmi, et al.
Published: (2012)
Malware mobile devices in Indonesia
by: Drajad, Wiryawan, et al.
Published: (2019)
by: Drajad, Wiryawan, et al.
Published: (2019)
Structural damage quantification using long short-term memory (LSTM) auto-encoder and impulse response functions
by: Chencho,, et al.
Published: (2024)
by: Chencho,, et al.
Published: (2024)
Specific heat capacity extraction of soybean oil/mxene nanofluids using optimized long short-term memory
by: Qazani, Mohammad Reza Chalak, et al.
Published: (2024)
by: Qazani, Mohammad Reza Chalak, et al.
Published: (2024)
Lower limb torque prediction for sit-to-walk strategies using long short-term memory neural networks
by: Perera, Chamalka Kenneth, et al.
Published: (2024)
by: Perera, Chamalka Kenneth, et al.
Published: (2024)
Privacy preserving social network data publication
by: Abawajy, Jemal H., et al.
Published: (2016)
by: Abawajy, Jemal H., et al.
Published: (2016)
SCARECROW: scalable malware reporting, detection and analysis
by: Barakat, Osamah Lutf Hamood, et al.
Published: (2013)
by: Barakat, Osamah Lutf Hamood, et al.
Published: (2013)
Distractor-resistant short-term memory is supported by transient changes in neural stimulus representations
by: Derrfuss, Jan, et al.
Published: (2017)
by: Derrfuss, Jan, et al.
Published: (2017)
Challenges in high accuracy of malware detection
by: Ahmad Zabidi, Muhammad Najmi, et al.
Published: (2012)
by: Ahmad Zabidi, Muhammad Najmi, et al.
Published: (2012)
Similar Items
-
Convolutional Long Short-Term Memory for fileless malware detection
by: Kareegalan, Kunaprasan
Published: (2024) -
A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
by: Ding, L., et al.
Published: (2018) -
Smart-contract privacy preservation mechanism
by: Siraj, Muhammed, et al.
Published: (2023) -
Chiller power consumption forecasting for commercial building based on hybrid convolution neural networks-long short-term memory model with barnacles mating optimizer
by: Mohd Herwan, Sulaiman, et al.
Published: (2025) -
Short review on metamorphic malware detection in Hidden Markov Models
by: Yeong, T. Ling, et al.
Published: (2017)