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DETECTING BOTS in INTERNET CHAT by SRITI KUMAR Under The
DETECTING BOTS IN INTERNET CHAT by SRITI KUMAR (Under the Direction of Kang Li) ABSTRACT Internet chat is a real-time communication tool that allows on-line users to communicate via text in virtual spaces, called chat rooms or channels. The abuse of Internet chat by bots also known as chat bots/chatterbots poses a serious threat to the users and quality of service. Chat bots target popular chat networks to distribute spam and malware. We first collect data from a large commercial chat network and then conduct a series of analysis. While analyzing the data, different patterns were detected which represented different bot behaviors. Based on the analysis on the dataset, we proposed a classification system with three main components (1) content- based classifiers (2) machine learning classifier (3) communicator. All three components of the system complement each other in detecting bots. Evaluation of the system has shown some measured success in detecting bots in both log-based dataset and in live chat rooms. INDEX WORDS: Yahoo! Chat room, Chat Bots, ChatterBots, SPAM, YMSG DETECTING BOTS IN INTERNET CHAT by SRITI KUMAR B.E., Visveswariah Technological University, India, 2006 A Thesis Submitted to the Graduate Faculty of The University of Georgia in Partial Fulfillment of the Requirements for the Degree MASTER OF SCIENCE ATHENS, GEORGIA 2010 © 2010 Sriti Kumar All Rights Reserved DETECTING BOTS IN INTERNET CHAT by SRITI KUMAR Major Professor: Kang Li Committee: Lakshmish Ramaxwamy Prashant Doshi Electronic Version Approved: Maureen Grasso Dean of the Graduate School The University of Georgia December 2010 DEDICATION I would like to dedicate my work to my mother to be patient with me, my father for never questioning me, my brother for his constant guidance and above all for their unconditional love. -
Linux Journal | August 2014 | Issue
™ SPONSORED BY Since 1994: The Original Magazine of the Linux Community AUGUST 2014 | ISSUE 244 | www.linuxjournal.com PROGRAMMING HOW-TO: + OpenGL Build, Develop Programming and Validate Creation of RPMs USE VAGRANT Sysadmin Cloud for an Easier Troubleshooting Development with dhclient Workflow Tips for PROMISE Becoming a THEORY Web Developer An In-Depth A Rundown Look of Linux for Recreation V WATCH: ISSUE OVERVIEW LJ244-Aug2014.indd 1 7/23/14 6:56 PM Get the automation platform that makes it easy to: Build Infrastructure Deploy Applications Manage In your data center or in the cloud. getchef.com LJ244-Aug2014.indd 2 7/23/14 11:41 AM Are you tiredtiered of of dealing dealing with with proprietary proprietary storage? storage? ® 9%2Ä4MHÆDCÄ2SNQ@FD ZFS Unified Storage zStax StorCore from Silicon - From modest data storage needs to a multi-tiered production storage environment, zStax StorCore zStax StorCore 64 zStax StorCore 104 The zStax StorCore 64 utilizes the latest in The zStax StorCore 104 is the flagship of the dual-processor Intel® Xeon® platforms and fast zStax product line. With its highly available SAS SSDs for caching. The zStax StorCore 64 configurations and scalable architecture, the platform is perfect for: zStax StorCore 104 platform is ideal for: VPDOOPHGLXPRIILFHILOHVHUYHUV EDFNHQGVWRUDJHIRUYLUWXDOL]HGHQYLURQPHQWV VWUHDPLQJYLGHRKRVWV PLVVLRQFULWLFDOGDWDEDVHDSSOLFDWLRQV VPDOOGDWDDUFKLYHV DOZD\VDYDLODEOHDFWLYHDUFKLYHV TalkTalk with with an anexpert expert today: today: 866-352-1173 866-352-1173 - http://www.siliconmechanics.com/zstax LJ244-Aug2014.indd 3 7/23/14 11:41 AM AUGUST 2014 CONTENTS ISSUE 244 PROGRAMMING FEATURES 64 Vagrant 74 An Introduction to How to use Vagrant to create a OpenGL Programming much easier development workflow. -
Spectrum Spatial Analyst Table of Contents
Location Intelligence Spectrum™ Spatial Analyst Version 12.2 Spectrum Spatial Analyst Table of Contents Delete Records 34 1 - Getting Started 6 - Building a Query Overview 5 Supported Browsers and Operating Systems 7 Create a Query 37 Supported Languages 8 Styling Query 38 Query Results View 39 2 - Signing-in 7 - Adding Layers Adding Vector Layers 43 3 - Learn the Basics Editing Vector Layer 46 Getting Help 13 Keyboard Shortcuts 13 8 - Working with Thematic Map URL Launch Parameters 14 Navigating in the Map 14 Creating an Individual Value Thematic Map 50 Search 17 Creating a Ranged Thematic Map 52 Map Information Callout 19 Creating a Graduated Symbol Thematic Map 54 Change the Map Configuration 20 Deleting a Thematic Map 55 Switch the Base Maps 20 Changing the Language 21 Working with Map Legend 22 9 - Working with Annotations Draw a Point 57 4 - SSA Template Designer Draw a Line 57 Draw a Circle 58 Creating New Template 26 Draw Polygon 59 Editing Template 29 Draw Rectangle 59 Draw Concentric Ring 60 Draw Ellipse 61 5 - Adding and Editing New Draw Sector 61 Records Draw Drive Time Polygon 62 Text Annotation 62 Adding New Records 32 Import Annotation 63 Edit Records 33 Editing Annotation 63 Annotation Properties 65 Summarizing Data in Single and Multiple Annotation 73 Styling Annotation 76 10 - Measuring Distance and Area Measuring Distance 81 Measuring an Area 81 11 - Multi-select Feature 12 - Printing Maps Print Preview 85 Spectrum™ Spatial Analyst 12.2 Spectrum Spatial Analyst 3 1 - Getting Started To get started, refer to the following help topics: In this section Overview 5 Supported Browsers and Operating Systems 7 Supported Languages 8 Getting Started Overview Spectrum Spatial Analyst User's Guide is an interactive mapping service provided by Pitney Bowes Inc. -
Withlinux Linux
LINUX JOURNAL MISTERHOUSE | F-SPOT | AJAX | KAFFEINE | ROBOTS | VIDEO CODING An Excerpt from Apress’ Beginning DIGITAL LIFESTYLE DIGITAL Ubuntu Linux: From Novice to Professional ™ Since 1994: The Original Magazine of the Linux Community OCTOBER 2006 | ISSUE 150 | www.linuxjournal.com MisterHouse | AL F-Spot DIGIT | Ajax | Kaffeine LIFESTYLE | ux Robots with LinuxLin | Video Coding Video >> F-Spot Tips >> Working with Digital Images >> H.264 Video Encoding for Low-Bitrate Video | Ubuntu >> Linux-Based Do-It-Yourself Robots >> Share Music with Kaffiene, Amarok, Last.fm and more >> Digital Convenience at Home with Open-Source Technology O >> Maddog’s Travel Gadgets C T O B E >> Using MisterHouse for Home Automation R 2006 AN I S S PUBLICATION U E USA $5.00 150 + Doc Searls Breaks the Marketing Matrix CAN $6.50 U|xaHBEIGy03102ozXv,:! Today, Carlo restored a failed router in Miami, rebooted a Linux server in Tokyo, and remembered someone’s very special day. With Avocent centralized management solutions, the world can finally revolve around you. Avocent puts secure access and control right at your fingertips – from multi-platform servers to network routers, your local data center to branch offices. Our “agentless” out-of-band solution manages your physical and virtual connections (KVM, serial, integrated power, embedded service processors, IPMI and SoL) from a single console. You have guaranteed access to your critical hardware even when in-band methods fail. Let others roll crash carts to troubleshoot – with Avocent, trouble becomes a thing of the past, so you can focus on the present. Visit www.avocent.com/special to download Data Center Control: Guidelines to Achieve Centralized Management white paper. -
Creating Static Store Pages Using a Custom 404 Error Handler
Search Engine Optimization for a ProductCart-powered Store Creating Static Store Pages Using a Custom 404 Error Handler ABOUT THIS DOCUMENT .................................................................................................................................1 BEFORE YOU START ........................................................................................................................................2 INSTALLATION: ................................................................................................................................................3 IMPORTANT NOTES ..........................................................................................................................................4 POSSIBLE PERFORMANCE ISSUES .....................................................................................................................4 RESOURCES......................................................................................................................................................4 About This Document Using a custom 404 error handler, you can rewrite the URL of dynamic pages so that they look and behave like static “.htm” pages. The following paragraphs explain how to edit your existing ProductCart store to accomplish this. Here is an example of our own software store at www.earlyimpact.com uses this feature. We have highlighted the category and product name in the URLs below. The following category page: http://www.earlyimpact.com/eistore/productcart/pc/viewcategories.asp?idcategory=118 -
2019-02-01-FOSDEM-Matrix-1.0.Pdf
Matrix in the French State and introducing… Matrix 1.0 [email protected] @matrixdotorg 1 Matrix is an open network for secure, decentralised real-time communication. Interoperable chat Interoperable VoIP Open comms for VR/AR Real-time IoT data fabric 2 Mission: to create a global decentralised encrypted comms network that provides an open platform for real-time communication. Discord Telegram Slack IRC Gitter XMPP 4 Discord Telegram Slack IRC Gitter XMPP 5 No single party owns your conversations. Conversations are shared over all participants. 6 Matrix Architecture Clients Home Servers Application Servers Identity Servers What do you get in the spec? • Decentralised conversation history • Group Messaging (and 1:1) • End-to-end Encryption • VoIP signalling for WebRTC • Server-side push notification rules • Server-side search • Read receipts, Typing Notifs, Presence • Synchronised read state and unread counts • Decentralised content repository • “Account data” for users per room 8 Matrix Ecosystem Matrix Matrix Other Clients: Web iOS Console Console “Riot X” gomuks Quaternion (CLI/go) (Qt/C++) matrix- client matrix- matrix- sdk- react- angular- MatrixKit (iOS) Seaglass - android- side sdk sdk matrix- Fractal (macOS) android- rx (Gtk+/Rust) sdk matrix- (Java) weechat- sdk- nheko-reborn matrix-js-sdk matrix-ios-sdk matrix android (Kotlin) …and many many more The Matrix Specification (Client/Server API) server Synapse Dendrite Matrix Application Other Servers: Other Services: st nd - (1 gen Matrix (2 gen Services and Ruma (Rust), side Bridges, Bots, Integs… Server) Server) Bridges jeon (Java)… A brief history of Matrix • 2014: First alpha! • 2015: Federation becomes usable; add Postgres; add IRC • 2015: First release of Vector as a flagship Matrix client; r0 CS API • 2016: Scaling; First cut of E2E Encryption; Vector becomes Riot • 2017: Widgets, Stickers, Jitsi, Communities, i18n, Dendrite, • 2018: Feature freeze. -
'Building' Architects and Use of Open-Source Tools Towards Achievement of Millennium Development Goals
'Building' Architects and Use of Open-source Tools Towards Achievement of Millennium Development Goals. Oku, Onyeibo Chidozie Department of Architecture Faculty of Environmental Sciences Enugu State University of Science and Technology Email: [email protected] ABSTRACT Millennium Development Goals (MDGs) were established by the United Nations to improve the well-being of humans and their habitat. Whether they are the target beneficiaries or amongst the parties administering services for achieving the MDGs, humans must carry out these activities in a physical environment. Hence, the Seventh Goal of the MDG has an indirect and far-reaching relationship with the others because it deals with the sustainable development of the built environment. Architects deliver consultancy services that span the design, documentation and construction supervision of the built environment. This study sought to determine the extent to which these professionals can do this, with respect to the Seventh Millennium Development Goal, using mainly open-source tools. The study draws from literature reviews, end-user feedback or reports, interviews with developers of applicable open-source products, and statistics from a survey, launched in 2011, for capturing how architects use ICT in their businesses. Analysis of popular open-source technologies for the Architecture, Engineering and Construction (AEC) industry show a concentration of resources in favour of the later stages of the Architect's role, rather than the design and contract-drawing stages. Some of the better-implemented tools are either too cryptic for professionals who communicate in graphical terms, or heavily biased towards software engineering practices. The products that promise Building Information Modelling (BIM) capabilities are still at an early developmental stage. -
Attacker Chatbots for Randomised and Interactive Security Labs, Using Secgen and Ovirt
Hackerbot: Attacker Chatbots for Randomised and Interactive Security Labs, Using SecGen and oVirt Z. Cliffe Schreuders, Thomas Shaw, Aimée Mac Muireadhaigh, Paul Staniforth, Leeds Beckett University Abstract challenges, rewarding correct solutions with flags. We deployed an oVirt infrastructure to host the VMs, and Capture the flag (CTF) has been applied with success in leveraged the SecGen framework [6] to generate lab cybersecurity education, and works particularly well sheets, provision VMs, and provide randomisation when learning offensive techniques. However, between students. defensive security and incident response do not always naturally fit the existing approaches to CTF. We present 2. Related Literature Hackerbot, a unique approach for teaching computer Capture the flag (CTF) is a type of cyber security game security: students interact with a malicious attacker which involves collecting flags by solving security chatbot, who challenges them to complete a variety of challenges. CTF events give professionals, students, security tasks, including defensive and investigatory and enthusiasts an opportunity to test their security challenges. Challenges are randomised using SecGen, skills in competition. CTFs emerged out of the and deployed onto an oVirt infrastructure. DEFCON hacker conference [7] and remain common Evaluation data included system performance, mixed activities at cybersecurity conferences and online [8]. methods questionnaires (including the Instructional Some events target students with the goal of Materials Motivation Survey (IMMS) and the System encouraging interest in the field: for example, PicoCTF Usability Scale (SUS)), and group interviews/focus is an annual high school competition [9], and CSAW groups. Results were encouraging, finding the approach CTF is an annual competition for students in Higher convenient, engaging, fun, and interactive; while Education (HE) [10]. -
Package 'Hrbrthemes'
Package ‘hrbrthemes’ February 26, 2017 Type Package Title Additional Themes, Theme Components and Utilities for 'ggplot2' Version 0.1.0 Date 2017-02-25 Maintainer Bob Rudis <[email protected]> Description A compilation of extra 'ggplot2' themes, scales and utilities, including a spell check function plot label fields and an overall emphasis on typography. A copy of the 'Google' font 'Roboto Condensed' <https://github.com/google/roboto/> is also included to support one of the typography-oriented themes. URL http://github.com/hrbrmstr/hrbrthemes BugReports https://github.com/hrbrmstr/hrbrthemes/issues Copyright file inst/COPYRIGHTS License MIT + file LICENSE Suggests testthat, dplyr, knitr, rmarkdown, gridExtra Depends R (>= 3.2.0) Imports ggplot2 (>= 2.2.1), grid, scales, extrafont, hunspell, stringi, purrr RoxygenNote 6.0.0 VignetteBuilder knitr NeedsCompilation no Author Bob Rudis [aut, cre], Google [cph] (Roboto Condensed Font) Repository CRAN Date/Publication 2017-02-26 00:47:44 R topics documented: font_an . .2 font_rc . .2 1 2 font_rc gg_check . .3 hrbrthemes . .4 hrbrthemes-exports . .4 import_roboto_condensed . .4 ipsum_pal . .5 scale_colour_ipsum . .5 scale_x_percent . .6 theme_ipsum . .7 theme_ipsum_rc . .9 update_geom_font_defaults . 11 Index 12 font_an Arial Narrow font name R variable aliases Description font_an == "Arial Narrow" Usage font_an Format length 1 character vector font_rc Roboto Condensed font name R variable aliases Description font_rc == "Roboto Condensed" font_fc_light == "Roboto Condensed Light" Usage font_rc font_rc_light -
Tomenet-Guide.Pdf
.==========================================================================+−−. | TomeNET Guide | +==========================================================================+− | Latest update: 17. September 2021 − written by C. Blue ([email protected]) | | for TomeNET version v4.7.4b − official websites are: : | https://www.tomenet.eu/ (official main site, formerly www.tomenet.net) | https://muuttuja.org/tomenet/ (Mikael’s TomeNET site) | Runes & Runemastery sections by Kurzel ([email protected]) | | You should always keep this guide up to date: Either go to www.tomenet.eu | to obtain the latest copy or simply run the TomeNET−Updater.exe in your | TomeNET installation folder (desktop shortcut should also be available) | to update it. | | If your text editor cannot display the guide properly (needs fixed−width | font like for example Courier), simply open it in any web browser instead. +−−− | Welcome to this guide! | Although I’m trying, I give no guarantee that this guide | a) contains really every detail/issue about TomeNET and | b) is all the time 100% accurate on every occasion. | Don’t blame me if something differs or is missing; it shouldn’t though. | | If you have any suggestions about the guide or the game, please use the | /rfe command in the game or write to the official forum on www.tomenet.eu. : \ Contents −−−−−−−− (0) Quickstart (If you don’t like to read much :) (0.1) Start & play, character validation, character timeout (0.1a) Colours and colour blindness (0.1b) Photosensitivity / Epilepsy issues (0.2) Command reference -
LINUX JOURNAL (ISSN 1075-3583) Is Published Monthly by Belltown Media, Inc., 2121 Sage Road, Ste
EPUB, Kindle,SUBSCRIBERS Android, iPhone & iPad editions SQLAlchemy | ConVirt | Fabric | Azure | RaspberryFREE PiTO ™ Make Your Android Device Play with Your Linux Box A Look at SQLAlchemy’s Since 1994: The Original Magazine of the Linux Community Features SYSTEM FEBRUARY 2013 | ISSUE 226 | www.linuxjournal.com ADMINISTRATION Manage Your HOW TO: Virtual Handling Deployment R Packages with ConVirt Spin up Linux VMs on Azure Use Fabric for Sysadmin Tasks on Remote Machines PLUS: Use a Raspberry Pi as a Colocated Server Cover226-Final-banner.indd 1 1/24/13 11:08 AM LJ226-Feb013-bu.indd 2 1/23/13 1:06 PM visit us at www.siliconmechanics.com or call us toll free at 888-352-1173 RACKMOUNT SERVERS STORAGE SOLUTIONS HIGH-PERFORMANCE COMPUTING ““ Just Just becausebecause it’sit’s badass,badass, doesn’tdoesn’t meanmean it’sit’s aa game.”game.” Pierre, our new Operations Manager, is always looking for the right tools to get more work done in less time. That’s why he respects NVIDIA ® Tesla ® GPUs: he sees customers return again and again for more server products featuring hybrid CPU / GPU computing, like the Silicon Mechanics Hyperform HPCg R2504.v3. When you partner with We start with your choice of two state-of- Silicon Mechanics, you the-art processors, for fast, reliable, energy- get more than stellar efficient processing.T hen we add four NVIDIA ® technology - you get an Tesla® GPUs, to dramatically accelerate parallel Expert like Pierre. processing for applications like ray tracing and finite element analysis. Load it up with DDR3 memory, and you have herculean capabilities and an 80 PLUS Platinum Certified power supply, all in the space of a 4U server. -
Multi-Phase IRC Botnet and Botnet Behavior Detection Model
International Journal of Computer Applications (0975 – 8887) Volume 66– No.15, March 2013 Multi-phase IRC Botnet and Botnet Behavior Detection Model Aymen Hasan Rashid Al Awadi Bahari Belaton Information Technology Research Development School of Computer Sciences Universiti Sains Center, University of Kufa, Najaf, Iraq Malaysia 11800 USM, Penang, Malaysia School of Computer Sciences Universiti Sains Malaysia 11800 USM, Penang, Malaysia ABSTRACT schools, banks and any of governmental institutes making use of system vulnerabilities and software bugs to separate and Botnets are considered one of the most dangerous and serious execute a lot of malicious activities. Recently, bots can be the security threats facing the networks and the Internet. major one of the major sources for distributing or performing Comparing with the other security threats, botnet members many kinds of scanning related attacks (Distributed Denial-of- have the ability to be directed and controlled via C&C Service DoS) [1], spamming [2], click fraud [3], identity messages from the botmaster over common protocols such as fraud, sniffing traffic and key logging [4] etc. The nature of IRC and HTTP, or even over covert and unknown the bots activities is to respond to the botmaster's control applications. As for IRC botnets, general security instances command simultaneously. This responding will enable the like firewalls and IDSes do not provide by themselves a viable botmaster to get the full benefit from the infected hosts to solution to prevent them completely. These devices could not attack another target like in DDoS [5]. From what stated differentiate well between the legitimate and malicious traffic earlier, the botnet can be defined as a group of connected of the IRC protocol.