Search Results - (( java application customization algorithm ) OR ( using message detection algorithm ))
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A Detection Method for Text Steganalysis Using Evolution Algorithm (EA) Approach
Published 2012“…The aim of this project was to detect a hidden message in an observed message using text steganalysis.…”
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Thesis -
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Text spam messages classification using Artificial Immune System (AIS) algorithms
Published 2024thesis::master thesis -
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A study on the performances of danger theory and negative selection algorithms for mobile spam detection
Published 2024journal::journal article -
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ChoCD : Usable and secure graphical password authentication scheme
Published 2024thesis::master thesis -
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Applying learning to filter text
Published 2005“…Text filtering has been a successful application especially in e-mail filtering. The use of probabilistic approaches such as naïve Bayes algorithm is the effective algorithms currently known for learning to filter or classify text document.Naïve Bayes algorithm is one of the algorithms in Machine Learning that manipulates probability estimation or reasoning about the observed data.The growing of bulk e-mail or known as spam e-mail becomes a threat to users’ privacy and network load and in the case of e -mail filtering,naïve Bayes classifier can be trained to automatically detect spam messages.Similar to the e-mail, forum application may be misused by the user to send bad messages and in some extent may offence other readers.Forum filtering may be less important compared to e-mail spam filtering; however there is a possibility of using naïve Bayes to learn the messages and automatically detect bad messages.Most of the forum application found in the web is applying keyword based text filtering which scan the words and change the detected words into certain representation.Instead of defining a set of keywords to filter the forum messages, this paper will explains the experiment in applying a learning to filter text especially in the educational and anonymous forum message, where there is no user registration required to submit messages.…”
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Conference or Workshop Item -
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A new SMS spam detection method using both Content-Based and non Content-Based features
Published 2024Conference Paper -
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Using streaming data algorithm for intrusion detection on the vehicular controller area network
Published 2022“…This has prompted researchers to develop statistical and machine learning based intrusion detection systems for the CAN bus that use various features such as message timing and frequency to detect attacks. …”
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Proceeding Paper -
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Intrusion detection on the in-vehicle network using machine learning
Published 2021“…This paper presents an intrusion detection method based on the Isolation Forest (iForest) algorithm that detects message insertion attacks using message timing information. …”
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Steganalysis: Detecting Existence of File Types Embedded in Grey Scale Image
Published 2008“…Estimating some parameters of embedding algorithm is the approach that the study used since secret message is one of its essential parameters. …”
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Unified framework for spam detection and risk assessment in short message communication media / Adewole Kayode Sakariyah
Published 2018“…There are hundreds of published works related to spam message and spam account detection that aim to identify effective detection methods. …”
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Novel approach for IP-PBX denial of service intrusion detection using support vector machine algorithm
Published 2021“…For CICIDS dataset, SVM algorithm achieved highest detection rate of 76.47% while decision tree and Naïve Bayes has 63.71% & 41.58% of detection rate, respectively. …”
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Experimental analysis on the anti spam effectiveness - commercial, Bayesian and Ngram algortihm / Ahmad Kamal Ramli
Published 2008“…By using standard series of text messages which consists of spam and ham words, N-Gram algorithm performed very well. …”
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Thesis -
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Analysing machine learning models to detect disaster events using social media
Published 2023text::Thesis -
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Phishing attack detection using machine learning method
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Undergraduates Project Papers -
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SMSAD: a framework for spam message and spam account detection
Published 2019“…Using evolutionary search algorithm, a compact model for spam account detection is proposed, which is incorporated in the machine learning phase of the unified framework. …”
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Wormhole attack detection mechanism in mobile ad hoc network using neighborhood information and path tracing algorithm
Published 2015“…Path Tracing (PT) Algorithm was proposed to detect and prevent exposed wormhole attacks in MANET. …”
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Network problems detection and classification by analyzing syslog data
Published 2016“…The method used data mining tool to classify the syslog messages while the description part of the syslog message was used for classification process. …”
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Development of a wearable human fall detection system
Published 2022“…The accuracy of the fall detection algorithm was determined to be at 98.41%. …”
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