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...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखक:	Al Hussein, Yahya Khaled
स्वरूप:	थीसिस
भाषा:	अंग्रेज़ी
प्रकाशित:	2021
विषय:	TK Electrical engineering. Electronics Nuclear engineering
ऑनलाइन पहुंच:	http://eprints.utm.my/96903/1/YahyaKhaledMSKE2021.pdf.pdf

समान संसाधन

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

FPGA implementation of naive bayes classifier for network security
द्वारा: Mohamad Zuki, Ahmad Zulzhafri
प्रकाशित: (2018)

Classification of imbalanced datasets using naive bayes
द्वारा: Mohd. Sobran, Nur Maisarah
प्रकाशित: (2011)

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

Electrocardiogram QRS detection hardware accelerator for ASIC implementation
द्वारा: Lim, Zhi Qing
प्रकाशित: (2020)

Metamorphic malware detection using machine learning
द्वारा: Ahmed Ali, Mohammed Hasan Ali
प्रकाशित: (2020)

Implementation of reconfigurable viterbi decoders in hardware
द्वारा: Noor Batcha, Mohamed Farid
प्रकाशित: (2010)

Hardware accelerator implementation of colour correction algorithm
द्वारा: Loh, Shu Ting
प्रकाशित: (2020)

Hardware implementation using FPGA for barcode reader
द्वारा: Marzuki, Ade Syaheda Wani
प्रकाशित: (2008)

An Efficient Sieve Technique In Mobile Malware Detection
द्वारा: Mas'ud, Mohd Zaki
प्रकाशित: (2018)

A hardware architecture of prewitt edge detection
द्वारा: Seif, Aramesh
प्रकाशित: (2009)

Design and implementation of OFDM transmitter and receiver on FPGA hardware
द्वारा: Kadiran, Kamaru Adzha
प्रकाशित: (2005)

Implementation of instruction decoding logic using hardware and software
द्वारा: Su, Chee Siong
प्रकाशित: (2010)

High resolution impulse analysing system - hardware and software implementation
द्वारा: Kassim, Ahmad Tarmimi
प्रकाशित: (2015)

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

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

Enhanced mobile malware detection using intersection attributes technique
द्वारा: Ismail, Najiahtul Syafiqah
प्रकाशित: (2022)

Hardware-based genetic algorithm implementation in field programmable gate arrays
द्वारा: Balakrishnan, Sathivellu
प्रकाशित: (2012)

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

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

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

Face detection hardware accelerator using C-based high-level synthesis
द्वारा: Yeap, Han Chien
प्रकाशित: (2018)

Obfuscated computer malware classification based on significant opcode
द्वारा: Yu, Chii Heng
प्रकाशित: (2022)

Speed Efficient Hardware Implementation Of Advanced Encryption Standard (Aes)
द्वारा: Low, Chiau Thian
प्रकाशित: (2017)

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

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

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

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

Android malware analysis using application permissions
द्वारा: Hamadi, Zaid Khalid
प्रकाशित: (2015)

Hardware core of pipelined thinning algorithm
द्वारा: Noordin, Mohamad Amin
प्रकाशित: (2015)

Principal component analysis hardware acceleration
द्वारा: Ng, Yee Wei
प्रकाशित: (2020)

Hardware acceleration of secure hash algorithm 3
द्वारा: Ng, Lai Boon
प्रकाशित: (2020)

Multiple classifier for on-line signature verification system
द्वारा: Esmaiel, Amjad Ali
प्रकाशित: (2009)

Investigating Droidkungfu Android Malware Behaviour Through Static Analysis
द्वारा: Najiahtul Syafiqah, Ismail
प्रकाशित: (2013)

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

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

Hardware acceleration of 2D convolution using systolic array
द्वारा: Wong, Xue Yuan
प्रकाशित: (2015)

Hardware based accelerator for database query using M-tree
द्वारा: Chai, Kah Hieng
प्रकाशित: (2018)

Modeling of image processing algorithms for hardware-software co-simulation
द्वारा: Isa, Ibrahim
प्रकाशित: (2015)

Support vector machine hardware accelerator for tongue colour diagnosis
द्वारा: Thiah, Amanda Su Lin
प्रकाशित: (2020)