2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)最新文献_第9页

Differentially Private Generation of Social Networks via Exponential Random Graph Models 基于指数随机图模型的社交网络差分私密生成

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.00-11

Fang Liu, E. Eugenio, Ick-Hoon Jin, C. Bowen

引用次数: 5

Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images 修改后数字图像颜色和对比度自动确定的Bat算法

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.00-94

A. Gálvez, A. Iglesias, E. Osaba, J. Ser

引用次数: 1

Long Short-Term Memory-Based Intrusion Detection System for In-Vehicle Controller Area Network Bus 基于长短期记忆的车载控制器局域网总线入侵检测系统

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.00011

Md. Delwar Hossain, Hiroyuki Inoue, H. Ochiai, Doudou Fall, Y. Kadobayashi

引用次数: 14

sshr: An SSH Proxy Server Responsive to System Changes without Forcing Clients to Change sshr:响应系统更改而不强制客户端更改的SSH代理服务器

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.00043

Hirofumi Tsuruta, Ryosuke Matsumoto

{"title":"sshr: An SSH Proxy Server Responsive to System Changes without Forcing Clients to Change","authors":"Hirofumi Tsuruta, Ryosuke Matsumoto","doi":"10.1109/COMPSAC48688.2020.00043","DOIUrl":"https://doi.org/10.1109/COMPSAC48688.2020.00043","url":null,"abstract":"To respond to various requests from users, web service infrastructure must change system configurations quickly and flexibly without making users aware of the system configuration. However, because SSH used as a secure remote connection service to a server must send a connection request by specifying the IP address or hostname of the server, the SSH client must know the changed information when the IP address or hostname is changed. To overcome this difficulty, a method exists by which a client tool such as gcloud command obtains the IP address or hostname of the destination server based on unique label information of each server. However, this method requires restrictions and changes to the tools used by the client side. Another method is to use a proxy server, such as SSH Piper, to obtain the IP address or hostname of the destination server based on the SSH username. In existing SSH proxy servers, the source code must be changed directly to change the proxy server behavior. As described herein, we propose an SSH proxy server which can follow system changes using hook functions that can be incorporated by system administrators without requiring restrictions or changes to the clients. The proposed method has high extensibility for system changes because the proxy server behavior can be changed easily merely by modifying the hook function to be incorporated. Furthermore, using the proposed method confirmed that the overhead of establishing an SSH session is about 20 ms, which is a short time during which the SSH client does not feel a delay when logging into the server with SSH.","PeriodicalId":430098,"journal":{"name":"2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131066358","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}

引用次数: 0

Data-Driven Adaptive Regularized Risk Forecasting 数据驱动的自适应正则化风险预测

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.00-77

You Liang, A. Thavaneswaran, Zimo Zhu, R. Thulasiram, Md. Erfanul Hoque

{"title":"Data-Driven Adaptive Regularized Risk Forecasting","authors":"You Liang, A. Thavaneswaran, Zimo Zhu, R. Thulasiram, Md. Erfanul Hoque","doi":"10.1109/COMPSAC48688.2020.00-77","DOIUrl":"https://doi.org/10.1109/COMPSAC48688.2020.00-77","url":null,"abstract":"Regularization methods allow data scientists and risk managers to enhance the predictive power of a statistical model and improve the quality of risk forecasts. Financial risk forecasting is about forecasting volatility, Value at Risk (VaR), expected shortfall (ES) and model risk ratio. While regularized estimates have been shown to perform well in model selection and parameter estimation, their applications in financial risk forecasting has not yet been studied. In this paper, regularized adaptive forecasts and computationally efficient forecasting algorithms for volatility, VaR, ES and model risk are studied using various regularization methods such as ridge, lasso and elastic net. Sample sign correlation of standardized log returns (standardized by volatility forecasts) is used to identify the conditional distribution of the log returns series and provide regularized interval forecasts as well as regularized probability forecasts. Superiority of the regularized risk forecasts is demonstrated using different volatility models including a recently proposed generalized data-driven volatility model in [8]. Validation of the regularized risk forecasts using real financial data is given. Regularized probabilistic forecasts for stationary time series models are also discussed in some detail.","PeriodicalId":430098,"journal":{"name":"2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)","volume":"443 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132932544","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}

引用次数: 5

IDEAL: An Interactive De-Anonymization Learning System 理想:一个交互式去匿名化学习系统

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.0-210

Na Li, R. Murugesan, Lin Li, Hao Zheng

引用次数: 0

Value Driven Process Towards Software Engineering for Business and Society (SE4BS) 面向商业和社会的软件工程价值驱动过程(SE4BS)

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.0-111

H. Washizaki, Junzo Hagimoto, Kazuo Hamai, Mitsunori Seki, Takeshi Inoue, Shinya Taniguchi, Hiroshi Kobayashi, Kenji Hiranabe, E. Hanyuda

引用次数: 1

Heterogeneous Systems Modelling with Adaptive Traffic Profiles and Its Application to Worst-Case Analysis of a DRAM Controller 基于自适应流量曲线的异构系统建模及其在DRAM控制器最坏情况分析中的应用

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.00020

M. Andreozzi, Frances Conboy, G. Stea, Raffaele Zippo

{"title":"Heterogeneous Systems Modelling with Adaptive Traffic Profiles and Its Application to Worst-Case Analysis of a DRAM Controller","authors":"M. Andreozzi, Frances Conboy, G. Stea, Raffaele Zippo","doi":"10.1109/COMPSAC48688.2020.00020","DOIUrl":"https://doi.org/10.1109/COMPSAC48688.2020.00020","url":null,"abstract":"Computing Systems are evolving towards more complex, hetero-geneous systems where multiple computing cores and accelera-tors on the same system concur to improve computing resources utilization, resources re-use and the efficiency of data sharing across workloads. Such complex systems require equally complex tools and models to design and engineer them so that their use-case requirements can be satisfied. Adaptive Traffic Profiles (ATP) introduce a fast prototyping technology, which allows one to model the dynamic memory behavior of computer system de-vices when executing their workloads. ATP defines a standard file format and comes with an open source transaction generator engine written in C++. Both ATP files and the engine are porta-ble and pluggable to different host platforms, to allow workloads to be assessed with various models at different levels of abstraction. We present here the ATP technology developed at Arm and published in [5]. We present a case-study involving the usage of ATP, namely the analysis of the worst-case latency at a DRAM controller, which is assessed via two separate toolchains, both using traffic modelling encoded in ATP.","PeriodicalId":430098,"journal":{"name":"2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127663601","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}

引用次数: 5

An Empirical Investigation into the Effects of Code Comments on Issue Resolution 代码注释对问题解决影响的实证研究

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.0-150

Qiwei Song, Xianglong Kong, Lulu Wang, Bixin Li

{"title":"An Empirical Investigation into the Effects of Code Comments on Issue Resolution","authors":"Qiwei Song, Xianglong Kong, Lulu Wang, Bixin Li","doi":"10.1109/COMPSAC48688.2020.0-150","DOIUrl":"https://doi.org/10.1109/COMPSAC48688.2020.0-150","url":null,"abstract":"Comments are beneficial for developers to understand and maintain the code in software development life cycle. Well-commented code can generally help developers to resolve issues efficiently. Due to the complexity of code implementation, code comments may be generated to represent different types of information. And it is hard to keep all the code well-commented in real-world projects. In this case, it is meaningful to investigate how the different types of comments impact the resolution of issues. Then we can maintain the code comments purposefully, and we can also provide some suggestions for the comment generation techniques. To analyze the efforts of different comments on issue resolution, we classify code comments into two categories, i.e., functionality-aspect and non-functionality-aspect comments. In this paper, we analyze the effects of 53k pieces of code comments on the issues from 10 open-source projects within a period of 24 months. The results show that the majority of code comments are used to represent the functionality, e.g., the summary and purpose of code. Nevertheless, the other non-functionality-aspect comments have much stronger correlation with the resolution of software issues. For the resolved patches, the non-functionality-aspect comments are more frequently to be updated or added than the functionality-aspect comments. These findings confirm the important role of non-functionality-aspect comments during issue resolution, although their proportion is far less than that of functionality-aspect comments.","PeriodicalId":430098,"journal":{"name":"2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127850242","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}

引用次数: 0

CD-LEAK: Leaking Secrets from Audioless Air-Gapped Computers Using Covert Acoustic Signals from CD/DVD Drives CD- leak:使用CD/DVD驱动器的隐蔽声学信号从无声气隙计算机泄漏秘密

2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Pub Date : 2020-07-01 DOI: 10.1109/COMPSAC48688.2020.0-163

Mordechai Guri

{"title":"CD-LEAK: Leaking Secrets from Audioless Air-Gapped Computers Using Covert Acoustic Signals from CD/DVD Drives","authors":"Mordechai Guri","doi":"10.1109/COMPSAC48688.2020.0-163","DOIUrl":"https://doi.org/10.1109/COMPSAC48688.2020.0-163","url":null,"abstract":"Air-gapped networks are isolated from the Internet, since they store and process sensitive information. It has been shown that attackers can exfiltrate data from air-gapped networks by sending acoustic signals generated by computer speakers, however this type of covert channel relies on the existence of loudspeakers in the air-gapped environment. In this paper, we present CD-LEAK - a novel acoustic covert channel that works in constrained environments where loudspeakers are not available to the attacker. Malware installed on a compromised computer can maliciously generate acoustic signals via the optical CD/DVD drives. Binary information can then be modulated over the acoustic signals and be picked up by a nearby Internet connected receiver (e.g., a workstation, hidden microphone, smartphone, laptop, etc.). We examine CD/DVD drives and discuss their acoustical characteristics. We also present signal generation and detection, and data modulation and demodulation algorithms. Based on our proposed method, we developed a transmitter and receiver for PCs and smartphones, and provide the design and implementation details. We examine the channel and evaluate it on various optical drives. We also provide a set of countermeasures against this threat - which has been overlooked.","PeriodicalId":430098,"journal":{"name":"2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128842462","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}

引用次数: 10