{"title":"Analysis and evaluation of hybrid intrusion detection system models","authors":"Farid Lawan Bello, K. Ravulakollu, Amrita","doi":"10.1109/CCOMS.2015.7562879","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562879","url":null,"abstract":"Detecting intrusions is becoming an important and yet challenging task in information systems. This led to an increasing need for efficient methods of recognising intrusions in order to protect the systems. Existing models of intrusion detection systems (IDS) have produced significant performance but often possesses the inability for detecting multilevel classes of attacks coupled with high training time for classifiers. These drawbacks led to hybrid models that combine the various strengths of single classifiers at the same time avoiding their weaknesses for better performance. In this paper, a comparison of such hybrid models is carried out. The objective is to determine their performances and isolate their weaknesses. Thus, a research gap is established for more efficient intrusion detection models.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114274470","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fariz Ikhwantri, Novian Habibie, A. R. Syulistyo, Aprinaldi, W. Jatmiko
{"title":"Learning semantic segmentation score in weakly supervised convolutional neural network","authors":"Fariz Ikhwantri, Novian Habibie, A. R. Syulistyo, Aprinaldi, W. Jatmiko","doi":"10.1109/CCOMS.2015.7562845","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562845","url":null,"abstract":"Semantic segmentation is an image labeling process for each pixels according to defined objects class and its presence in an image. Labeling process consists of recognizing, detecting location and labeling pixels that defines the object in the image. Annotation result of semantic segmentation needs ground truth to verify accuracy of score prediction. Therefore, this research propose a model to predict score of annotation accuracy. By casting the problem into constraining object boundary recognition, we described the annotation using foreground mask. To extract the feature, we used convolution neural network. We only used CNN trained on a image level annotation. In order to be able to infer the pixel instance, we adapt CNN architecture into weakly supervised learning. Experiments were conducted by finetuning Convolution Neural Network for object recognition using weakly supervised architecture for multilabel classification. In this paper we proposed to score semantic segmentation based on bag level information without the availability of pixel level annotation.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122930946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An information hiding system based on high frame rate video","authors":"Peng Gu, Jie Yuan, Yao Ding, Yinan Zhang","doi":"10.1109/CCOMS.2015.7562890","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562890","url":null,"abstract":"There are two drawbacks in conventional steganography technology. First, hidden messages cannot be observed by human eyes. Second, decryption process is so complex that it is hard to reach real-time requirements. In this article, it is expected to find a new method, which is simple, fast and secure. Taking these principles into account, we establish a confidential display system based on high refresh rate display. The system consists of a FPGA, a high refresh rate screen and shutter glasses. Under the control of FPGA, useful frames are submerged in a large number of other redundant frames. Useful frames, together with redundant frames, display on the high refresh rate screen. Because of the redundant in-formation's interference, it is difficult for the human eyes to find out the useful information while it's easy to pick up useful information through the high-speed shutter glasses, which can exclude the redundant information.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129304872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A completely efficient charge recovery adiabatic logic content addressable memory","authors":"D. Jothi, R. Sivakumar","doi":"10.1109/CCOMS.2015.7562848","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562848","url":null,"abstract":"This paper presents the design of a complete Energy Efficient Charge Recovery Adiabatic Logic Content Addressable Memory using the energy recycling principle of adiabatic logic. Generally, in the design of adiabatic CAM, the storage array is built by using a basic CAM cell but the decoders which drives the bit lines and word lines are realized by using different adiabatic logic structures such as Complementary Pass Transistor Adiabatic Logic (CPAL), Split-level Charge Recovery Logic (SCRL), Two Level Adiabatic Logic (2LAL), Quasi-Adiabatic Logic, Positive Feedback Adiabatic Logic (PFAL), Two Phase Adiabatic Static Clocked Logic (2PASCL), Pre-resolve and Sense Adiabatic Logic (PSAL), Efficient Charge Recovery Adiabatic Logic (ECRL), etc., In this paper, we propose an innovative complete ECRL CAM cell built with ECRL bit line drivers and word line drivers. Thus charges of node capacitances on these lines along with that in the cells are well recovered. An evaluation is made between the conventional CAM Architecture and the proposed ECRL CAM Architecture. The simulation results of a 4×4 adiabatic logic Complete ECRL CAM proves to be better with a power saving of 65% than the conventional CAM. The circuits are designed using 180nm CMOS technology with a power supply of 1.8V using Cadence Virtuoso.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"176 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122927410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jiehang Deng, Zhiwen Jiang, Chao Wang, Xiaoping Lin, G. Qiao
{"title":"Objective evaluations of common and low dose CT images under considerations of local correlations","authors":"Jiehang Deng, Zhiwen Jiang, Chao Wang, Xiaoping Lin, G. Qiao","doi":"10.1109/CCOMS.2015.7562901","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562901","url":null,"abstract":"To evaluate the low dose CT images with considerations of the correlations inside a neighborhood, different IQMs (Image Quality Metrics) are applied in this paper. First, IQMs are checked by the LIVE (Laboratory for Image & Video Engineering) image database comprehensively. Then the IQMs are validated by phantom CT images with different dose levels. After the validation and analysis, the mutual information with MRF(Markov Random Field) and Ising model outperforms MSE, PSNR, SSIM and mutual information to assess the image quality of common images and low dose CT images.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128683829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Retrieving cross-sectional contours from tunnel point clouds","authors":"Jia Li, Zihao Wang, Qiuping Lan, Lishi He, Wei Liao","doi":"10.1109/CCOMS.2015.7562898","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562898","url":null,"abstract":"For the tunnel point clouds acquired by 3-d laser scanner, a method of automatically retrieving cross-sectional contours of tunnels is proposed. By the use of abundant normal vectors embedded in point clouds, this method can accurately identify the tunnel axis, and build a coaxial cylinder to project 3-d points to the cylindrical coordinate system, which takes a 2-d form of coordinates. An improved 2-d Delaunay triangulation algorithm is employed to construct the triangulated mesh by the spatial distribution of these projection points in their 2-d space. Following this mapping correspondence, the 3-d triangulated mesh of tunnel is finally constructed in accordance with the 2-d triangulation result. By intersecting the tunnel mesh with cutting planes always perpendicular to the tunnel axis, a series of contours are generated. In every position to generate contours, a fine tuning operation on the cutting plane is conducted to make its normal direction always keep consistent with the ever-changing direction of curved tunnels. At the last part, this paper demonstrates effectiveness and high efficiency of this method by the use of the point clouds of a real curved tunnel.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128047785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Smart autonomous traffic light switching by traffic density measurement through sensors","authors":"Y. Jagadeesh, G. Suba, S. Karthik, K. Yokesh","doi":"10.1109/CCOMS.2015.7562885","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562885","url":null,"abstract":"Traffic light control is one of the serious technical hazards of the urban areas in almost every country around the world. This is due to rapid increase in number of vehicles. In order to reduce the time and complexity, a system that has to be combine the existing technology with artificial intelligence to think themselves. This newly developed project will enable the traffic light to switch from red to green based on traffic density. This paper is concerned with the development and implementation of Sensor based Traffic Light System with Dynamic Control which in turn reduces the Average Trip Waiting Time (ATWT). It consists of IR sensors, Low Power embedded controllers, comparators and storage device.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121626596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Analysis of LTE UE RF parameters for 3GPP specification","authors":"Leena A. Sonkusare, Sudhir N. Dhage","doi":"10.1109/CCOMS.2015.7562877","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562877","url":null,"abstract":"The 3GPP Specification TS 36.521-1 Radio Transmission and Reception LTE User Equipment (UE) conformance specification defines the measurement practices for LTE terminals with regard to their transmitter and receiver characteristics along with performance characteristics, as a part of the 3GPP Long Term Evolution(LTE) standard. This paper gives brief description about the RF key factors of LTE UE and the considerations of transmitter and receiver that are derived from the viewpoint of RF. In order for an LTE UE to maintain high performance, the transceiver design requirements such as reference sensitivity and maximum input level for receiver whereas Output Power, Absolute and Relative Power Tolerance for transmitter along with spectrum emissions and blocking characteristics are considered. The UE transceiver is implemented and then evaluated for its performance as per the requirements by emulating Radio Transmission and Reception scenarios with multiple system bandwidth and parameter settings.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123792847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Speaker identification using bagging techniques","authors":"A. Indumathi, E. Chandra","doi":"10.1109/CCOMS.2015.7562905","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562905","url":null,"abstract":"Speech recognition is widely researched, but little discussion is available within computer science algorithms literature. Computer scientists are interested in speech recognition computational problems. As against what was said, speaker recognition ensures automatic recognition of the speaker based on his/her voice's characteristics. Text-dependent speaker recognition is a focused on in this study. A simple approach to text dependent speaker identification is provided by this paper based on Coiflet wavelets for feature extraction which is followed by Singular value decomposition for feature selection. Classification is through using Naïve Bayes and bagging techniques.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"1133 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116488775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Performance analysis of GTS allocation in IEEE 802.15.4 with CSMA/CA for Wireless Sensor Network","authors":"Vidya Honguntikar, G. Biradar","doi":"10.1109/CCOMS.2015.7562881","DOIUrl":"https://doi.org/10.1109/CCOMS.2015.7562881","url":null,"abstract":"IEEE 802.15.4 protocol proposes a flexible communication solution for Low-Rate Wireless Personal Area Networks (LR-WPAN) including sensor networks. Timeliness guarantee is an important feature of the recently standardized IEEE 802.15.4 protocol, making it very much appealing for Wireless Sensor Network applications under timing constraints. Guaranteed Time Slot (GTS) is defined by IEEE 802.15.4 MAC protocol to provide real-time guaranteed service for delay-sensitive applications in beacon-enabled network. This paper presents a comparative analysis of the network performance of WSN in normal mode of operation with CSMA/CA and WSN using GTS mode. Various test cases are created to analyze the performance of Wireless Sensor Network under different node densities to reduce the collisions occurred due to simultaneous conversations between the nodes. Simulation results show that the performance of Wireless Sensor Network with GTS mode improves, with regards to delay and throughput metrics.","PeriodicalId":149896,"journal":{"name":"2015 International Conference on Computers, Communications, and Systems (ICCCS)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129892178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}