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A Framework to Support Behavioral Design Pattern Detection from Software Execution Data

Cong Liu, Boudewijn van Dongen, Nour Assy, Wil M. P. van der Aalst
2018 Proceedings of the 13th International Conference on Evaluation of Novel Approaches to Software Engineering  
This paper presents a general framework to detect behavioral design patterns by analyzing sequences of the method calls and interactions of the objects that are collected in software execution data.  ...  To demonstrate the applicability, the framework is instantiated for three well-known behavioral design patterns, i.e., observer, state and strategy patterns.  ...  This paper proposes a general framework to support the detection of behavioral design patterns from software execution data.  ... 
doi:10.5220/0006688000650076 dblp:conf/enase/LiuDAA18 fatcat:4nl46v27lnh5pjnfyg42g5bvua

A profile-driven statistical analysis framework for the design optimization of soft real-time applications

Tushar Kumar, Jaswanth Sreeram, Romain Cledat, Santosh Pande
2007 Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering - ESEC-FSE '07  
Soft real-time applications lack a formal methodology for their design optimization.  ...  We demonstrate how programmers can use the analysis provided by our framework to perform aggressive soft real-time design optimizations on their applications.  ...  Furthermore, our framework is unique in allowing programmers to incorporate in their applications a low-overhead mechanism for the detection and prediction of patterns generated during offline profile  ... 
doi:10.1145/1287624.1287702 dblp:conf/sigsoft/KumarSCP07 fatcat:7rnaodadhrehvixbhywgjtcsqm

Rule-based detection of design patterns in program code

Awny Alnusair, Tian Zhao, Gongjun Yan
2013 International Journal on Software Tools for Technology Transfer (STTT)  
Specifically, we use ontology formalism to represent the conceptual knowledge of the source code and semantic rules to capture the structures and behaviors of the design patterns in the libraries.  ...  Several software libraries were examined with this approach and the evaluation results show that effective and flexible detection of design patterns can be achieved without using hardcoded heuristics.  ...  In general, dynamic analysis can be very effective in detecting behavioral patterns, especially when the detection tool is backed by a representative and complete set of test cases for the analyzed frameworks  ... 
doi:10.1007/s10009-013-0292-z fatcat:zfb6uh4rabc6bayxkp2ws2btmy

Research Aligned Analysis on Web Access Behavioral Pattern Mining for User Identificationa

2019 International Journal of Engineering and Advanced Technology  
Our objective is to study the existing work and explore the possibility to improve the identification accuracy and reduce the time consumption using machine learning and deep learning techniques  ...  Clustering is the task of grouping similar patterns for web user identification. Classification is the process of classifying web patterns for user identification.  ...  The designed framework detected the frequent behavioral patterns with the temporal granularity inspired by individuals.  ... 
doi:10.35940/ijeat.f9552.088619 fatcat:wxgynqsh5zbmxisl4jrqcvhgku

Mining distinguishing patterns based on malware traces

Xiaoyan Sun, Qian Huang, Yuefei Zhu, Ning Guo
2010 2010 3rd International Conference on Computer Science and Information Technology  
The automatic generation of malicious behavior pattern based on system call trace is important to malware detection.  ...  In order to reduce the complexity of pattern generation, it constructs graph which vertex label is unique, and uses these graphs to mine the pattern.  ...  In this paper, we study the methods of generation of behavioral patterns, and design a framework to generate patterns automatically.  ... 
doi:10.1109/iccsit.2010.5565105 fatcat:f5brhxedxffqlgcbgw7ns5sayy

Design and Implementation of Anti Spyware System using Design Patterns

Mohamed Adel, Mohamed Zaki, Kamel Abd, H. Aboelseoud
2015 International Journal of Computer Applications  
General Terms Computer security Keywords Spyware, Design patterns  ...  Therefore, in this paper we introduce a proposed anti spyware system design and implementation using design patterns for detecting and classifying spyware.  ...  DESIGN PATTERNS Design patterns are a general reusable solution to a commonly occurring problem within a given context in software design.  ... 
doi:10.5120/ijca2015905244 fatcat:sjcsuasbgneurily72ed2o4yfi

Discovering Sequential Rental Patterns by Fleet Tracking [chapter]

Xinxin Jiang, Xueping Peng, Guodong Long
2015 Lecture Notes in Computer Science  
A novel sequential pattern mining framework is designed to detect the effective items by utilizing both business transactions and fleet tracking information.  ...  As one of the most well-known methods on customer analysis, sequential pattern mining generally focuses on customer business transactions to discover their behaviors.  ...  A general framework is shown in the left of Fig.2 with four following steps: Data Acquisition, Item Detection,Pattern Mining, and Prediction.  ... 
doi:10.1007/978-3-319-24474-7_7 fatcat:3vytjvdh2jgc5eybno5a2cibma

Developing Anti Spyware System using Design Patterns

Mohamed Adel Sheta, Mohamed Zaki, Kamel El Hadad, H. M.
2015 International Conference on Aerospace Sciences and Aviation Technology  
In this paper we introduce a framework for anti spyware system that combine data mining and design patterns in detecting and classifying spyware.  ...  Spyware is considered a great threat to confidentiality since it can cause loss of control over private data for computer users.  ...  Design patterns are a general reusable solution to a commonly occurring problem within a given context in software design.  ... 
doi:10.21608/asat.2015.23003 fatcat:4yitvu7ryzfr5cd5z4j46mivq4

Behavior monitoring framework in large-scale wireless sensor networks

Feng Wang, Jianhua Gao
2010 International Performance Computing and Communications Conference  
This paper proposes a behavior monitoring and analysis framework for large scale WSNs.  ...  Such environments create opportunities for the intruders to launch a variety of attacks on multiple protocol layers in WSNs.  ...  Behavior Monitoring Framework In this section, we present the principles and design of our behavior monitoring framework.  ... 
doi:10.1109/pccc.2010.5682317 dblp:conf/ipccc/WangG10 fatcat:xghijcpfcfeh3hwbtcetaqleuq

Verifying Smart Sensory Systems on Cloud Computing Frameworks

Mohammed GH. AL Zamil
2015 Procedia Computer Science  
This paper proposes a design pattern that handles the SDN problem.  ...  The verifiability has been guaranteed by the automatic generation of a finite-state-automaton (FSA) that represents the behavioral transitions of the system.  ...  The evaluation results showed that the proposed framework was able to detect synchronization problems at design time and the output code inherits all quality aspects of the design pattern.  ... 
doi:10.1016/j.procs.2015.05.130 fatcat:gryhm5h2qfeefmd7ut7xzvkyhe

Designing A Framework For Network Security Protection

Eric P. Jiang
2012 Zenodo  
In the model construction stage, a semi-supervised machine learning algorithm is applied to a collected set of network audit data to generate a profile of normal network behavior and in the intrusion detection  ...  In this paper, we propose a new machine learning based network intrusion detection framework for cyber security.  ...  DESIGN OF THE FRAMEWORK Eric P.  ... 
doi:10.5281/zenodo.1056254 fatcat:khnknpgd3febrg3jy3tpg6oop4

Performance and Maintainability Evaluation of Anti-Spyware System

Mohamed Adel, Mohamed Zaki, Kamel Abd, H. Aboelseoud
2016 International Journal of Computer Applications  
The main challenge in recent anti-spyware systems is to design efficient system that able to detect new and unknown spywares in a reasonable time.  ...  The proposed system adopts design patterns approach in detecting and classifying spyware, in the sense that, reuse existing systems components in detecting new or unknown spywares without performing changes  ...  Design Patterns Design patterns are a general reusable solution to a commonly occurring problem within a given context in software design [6] .  ... 
doi:10.5120/ijca2016911493 fatcat:xnmixxo6lfafviv5xfax5555du

Face Detection Using Bionic Cascaded Framework [chapter]

Jin Li, Ziyue Chen, Shunxin Ouyang, Jingyu Xie, Yue Hu, Hui Lv
2019 Lecture Notes in Computer Science  
Therefore, a bionic cascaded framework adopted a cascaded structure with two stages of carefully designed face detectors is proposed in this paper, which exploits saccade and attention mechanism of human  ...  In this way, the real time face detection and more natural human-robot interaction pattern can be achieved in service robot systems.  ...  It should be run on a embedded system efficiently. Considering the above factors, we choose Viola Jones Face Framework to design the Front Detector.  ... 
doi:10.1007/978-3-030-23407-2_7 fatcat:psqflfz6obcxzehfcgf6ah36qy

DroidMiner: Automated Mining and Characterization of Fine-grained Malicious Behaviors in Android Applications [chapter]

Chao Yang, Zhaoyan Xu, Guofei Gu, Vinod Yegneswaran, Phillip Porras
2014 Lecture Notes in Computer Science  
Droid-Miner uses a behavioral graph to abstract malware program logic into a sequence of threat modalities, and then applies machine-learning techniques to identify and label elements of the graph that  ...  DroidMiner is a new malicious Android app detection system that uses static analysis to automatically mine malicious program logic from known Android malware.  ...  They also designed another detection approach that analyzed suspicious temporal patterns in system usage [13] .  ... 
doi:10.1007/978-3-319-11203-9_10 fatcat:kmo5cyvvgjfk3axizuirx2eole

Zetcil: Game Mechanic Framework for Unity Game Engine

Rikman Roedavan, Agus Pratondo, Rio Korio Utoro, Apriyanti Putri Sujana
2020 IJAIT (International Journal of Applied Information Technology)  
The students understand the Game Design Pattern logic but having difficulty when applying it into programming codes.  ...  This research proposes Zetcil, a Game Mechanic Framework that simplifies the game development process for the Unity Game Engine.  ...  Game Design Pattern Game design patterns are design patterns that are especially useful for making games [10] .  ... 
doi:10.25124/ijait.v3i02.2779 fatcat:igqjw5uk3jauzcrvvwwjco7yeu
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