2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)最新文献_第2页

GPU-acceleration of blowfish cryptographic algorithm 河豚密码算法的gpu加速

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334889

Kapil Earanky, H. Elmiligi, Musfiq Rahman

引用次数: 2

Robust adversarial learning and invariant measures 鲁棒对抗学习和不变测度

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334893

S. Neville, M. Elgamal, Zahra Nikdel

{"title":"Robust adversarial learning and invariant measures","authors":"S. Neville, M. Elgamal, Zahra Nikdel","doi":"10.1109/PACRIM.2015.7334893","DOIUrl":"https://doi.org/10.1109/PACRIM.2015.7334893","url":null,"abstract":"A number of open cyber-security challenges are arising due to the rapidly evolving scale, complexity, and heterogeneity of modern IT systems and networks. The ease with which copious volumes of operational data can be collected from such systems has produced a strong interest in the use of machine learning (ML) for cyber-security, provided that ML can itself be made sufficiently immune to attack. Adversarial learning (AL) is the domain focusing on such issues and an arising AL theme is the need to ensure that ML solutions make use of robust input measurement features (i.e., the data sets used for ML training must themselves be robust against adversarial influences). This observation leads to further open questions, including: “What formally denotes sufficient robustness?”, “Must robust features necessarily exist for all IT systems?”, “Do robust features necessarily provide complete coverage of the attack space?”, etc. This work shows that these (and other) open AL questions can be usefully re-cast in terms of the classical dynamical system's problem of needing to focus analyses on a system's invariant measures. This re-casting is useful as a large body of mature dynamical systems theory exists concerning invariant measures which can then be applied to cyber-security. To our knowledge this the first work to identify and highlight this potentially useful cross-domain linkage.","PeriodicalId":350052,"journal":{"name":"2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130841843","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

Enhancing Moving Objects in light field videos using 5-D IIR adaptive depth-velocity filters 利用5维IIR自适应深度-速度滤波器增强光场视频中的运动物体

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334829

C. Edussooriya, Len T. Bruton, P. Agathoklis

引用次数: 6

Dynamic load balancing in multi-agent spatial simulation 多智能体空间仿真中的动态负载平衡

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334824

Bhargav A. Mistry, M. Fukuda

引用次数: 1

Performance analysis of 64-bit Carry Lookahead Adders using conventional and hierarchical structure styles 使用传统和分层结构风格的64位进位前瞻加法器的性能分析

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334813

Abdulmajeed Alghamdi, F. Gebali

引用次数: 5

Multi-class acoustic event classification of hydrophone data 水听器数据的多类声事件分类

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334883

Gorkem Cipli, F. Sattar, P. Driessen

引用次数: 6

Automated highlight generation from cricket broadcasts using ORB 使用ORB从板球广播中自动生成高光

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334809

D. Ringis, A. Pooransingh

引用次数: 8

New graph-based text summarization method 新的基于图的文本摘要方法

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334869

S. alZahir, Qandeel Fatima, M. Cenek

引用次数: 10

Analysis of via-resolver DNS TXT queries and detection possibility of botnet communications 通过解析器DNS TXT查询的分析和僵尸网络通信的检测可能性

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334837

Hikaru Ichise, Yong Jin, K. Iida

{"title":"Analysis of via-resolver DNS TXT queries and detection possibility of botnet communications","authors":"Hikaru Ichise, Yong Jin, K. Iida","doi":"10.1109/PACRIM.2015.7334837","DOIUrl":"https://doi.org/10.1109/PACRIM.2015.7334837","url":null,"abstract":"Recent reports on Internet security have indicated that the DNS (Domain Name System) protocol is being used for botnet communication in various botnets; in particular, botnet communication based on DNS TXT record type has been observed as a new technique in some botnet-based cyber attacks. One of the most fundamental Internet protocols, the DNS protocol is used for basic name resolution as well as many Internet services, so it is not possible to simply block out all DNS traffic. To block out only malicious DNS TXT record based botnet communications, it would be necessary to distinguish them from legitimate DNS traffic involving DNS TXT records. However, the DNS TXT record is also used in many legitimate ways since this type is allowed to include any plain text up to a fairly long length. In this paper, we mainly focus on the usage of the DNS TXT record and explain our analysis using about 5.5 million real DNS TXT record queries obtained for over 3 months in our campus network. Based on the analysis findings, we discuss a new method to detect botnet communication. Our analysis results show that 330 unique destination IP addresses (cover approximately 22.1% of unknown usages of DNS TXT record queries) may have been involved in malicious communications and this proportion is a reasonable basis for network administrators to perform detailed manual checking in many organizations.","PeriodicalId":350052,"journal":{"name":"2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116802786","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: 17

The Area Code Tree for nearest neighbour searching 最近邻搜索的区域代码树

2015 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM) Pub Date : 2015-11-30 DOI: 10.1109/PACRIM.2015.7334826

Fatema Rahman, W. Osborn

引用次数: 1