Hardware implementation of naive bayes classifier for malware detection

Naïve bayes classifier is a probabilistic supervised machine learning algorithm, that can be launched on most general-purpose devices to solve wide range of classification problems. However, when it comes to real time applications, the general-purpose devices are limited in term of their computation...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Al Hussein, Yahya Khaled
التنسيق:	أطروحة
اللغة:	الإنجليزية
منشور في:	2021
الموضوعات:	TK Electrical engineering. Electronics Nuclear engineering
الوصول للمادة أونلاين:	http://eprints.utm.my/96903/1/YahyaKhaledMSKE2021.pdf.pdf

مواد مشابهة

N-gram feature extraction and Naïve Bayes classifier for malware detection using FPGA implementation
حسب: Lee, Ming Yi
منشور في: (2022)

FPGA implementation of naive bayes classifier for network security
حسب: Mohamad Zuki, Ahmad Zulzhafri
منشور في: (2018)

Classification of imbalanced datasets using naive bayes
حسب: Mohd. Sobran, Nur Maisarah
منشور في: (2011)

A mobile malware detection framework based on ensemble classifier of multiple N-Gram opcode probability output
حسب: Anuar, Noor Azleen
منشور في: (2023)

Electrocardiogram QRS detection hardware accelerator for ASIC implementation
حسب: Lim, Zhi Qing
منشور في: (2020)

Metamorphic malware detection using machine learning
حسب: Ahmed Ali, Mohammed Hasan Ali
منشور في: (2020)

Implementation of reconfigurable viterbi decoders in hardware
حسب: Noor Batcha, Mohamed Farid
منشور في: (2010)

Hardware accelerator implementation of colour correction algorithm
حسب: Loh, Shu Ting
منشور في: (2020)

Hardware implementation using FPGA for barcode reader
حسب: Marzuki, Ade Syaheda Wani
منشور في: (2008)

An Efficient Sieve Technique In Mobile Malware Detection
حسب: Mas'ud, Mohd Zaki
منشور في: (2018)

A hardware architecture of prewitt edge detection
حسب: Seif, Aramesh
منشور في: (2009)

Design and implementation of OFDM transmitter and receiver on FPGA hardware
حسب: Kadiran, Kamaru Adzha
منشور في: (2005)

Implementation of instruction decoding logic using hardware and software
حسب: Su, Chee Siong
منشور في: (2010)

High resolution impulse analysing system - hardware and software implementation
حسب: Kassim, Ahmad Tarmimi
منشور في: (2015)

Hardware/software co-design of two-stage smart arrhythmia classifier based on multi-processor field programmable gate array system-on-chip
حسب: Ooi, Tze Kian
منشور في: (2022)

Hybrid artificial neural network-naive bayes classifier for solving imbalanced dataset problems
حسب: Adam, Asrul
منشور في: (2012)

Enhanced mobile malware detection using intersection attributes technique
حسب: Ismail, Najiahtul Syafiqah
منشور في: (2022)

Hardware-based genetic algorithm implementation in field programmable gate arrays
حسب: Balakrishnan, Sathivellu
منشور في: (2012)

Hardware implementation of coordinate rotation digital computer in field programmable gate array
حسب: Mohd. Sazali, Mohd. Ilyas Sobirin
منشور في: (2012)

An embedded cryptosystem implementing symmetric cipher and public-key crypto algorithms in hardware
حسب: Hau, Yuan Wen
منشور في: (2005)

Stock market classification model using sentiment analysis based on hybrid naive bayes classifiers
حسب: A. Jabbar Alkubaisi, Ghaith Abdulsattar
منشور في: (2019)

Face detection hardware accelerator using C-based high-level synthesis
حسب: Yeap, Han Chien
منشور في: (2018)

Obfuscated computer malware classification based on significant opcode
حسب: Yu, Chii Heng
منشور في: (2022)

Speed Efficient Hardware Implementation Of Advanced Encryption Standard (Aes)
حسب: Low, Chiau Thian
منشور في: (2017)

Enhancement Of Static Code Analysis Malware Detection Framework For Android Category-Based Application
حسب: Aminordin, Azmi
منشور في: (2021)

A hardware implementation of Rivest-Shamir-Adleman co-processor for resource constrained embedded systems
حسب: Paniandi, Arul
منشور في: (2006)

Hardware Implementation Of Artificial Neural Network On FPGA For Sulfate-Reducing Bacteria
حسب: Tan, Earn Tzeh
منشور في: (2014)

Hardware-based biometric encryption implementation with Gauss-Jordan algorithm accelerator core in field programmable gate arrays
حسب: Liew, Tek Yee
منشور في: (2011)

Android malware analysis using application permissions
حسب: Hamadi, Zaid Khalid
منشور في: (2015)

Hardware core of pipelined thinning algorithm
حسب: Noordin, Mohamad Amin
منشور في: (2015)

Principal component analysis hardware acceleration
حسب: Ng, Yee Wei
منشور في: (2020)

Hardware acceleration of secure hash algorithm 3
حسب: Ng, Lai Boon
منشور في: (2020)

Multiple classifier for on-line signature verification system
حسب: Esmaiel, Amjad Ali
منشور في: (2009)

Investigating Droidkungfu Android Malware Behaviour Through Static Analysis
حسب: Najiahtul Syafiqah, Ismail
منشور في: (2013)

Detection of surface crack in building structures using 1d local binary pattern (LBP) algorithm and K-NN classifier
حسب: Siow, Shien Loong
منشور في: (2021)

Efficient Hardware Implementation Of Haar Wavelet Transform With Line-Based And Dual-Scan Image Memory Accesses
حسب: Ahmed Saad, Laila
منشور في: (2017)

Hardware acceleration of 2D convolution using systolic array
حسب: Wong, Xue Yuan
منشور في: (2015)

Hardware based accelerator for database query using M-tree
حسب: Chai, Kah Hieng
منشور في: (2018)

Modeling of image processing algorithms for hardware-software co-simulation
حسب: Isa, Ibrahim
منشور في: (2015)

Support vector machine hardware accelerator for tongue colour diagnosis
حسب: Thiah, Amanda Su Lin
منشور في: (2020)