Demonstrations
Two New Demonstrations are listed below!!!
Title: Cell-Phone Based Micro-Location Tracking and Hands-Free Audio Alerting
Author: J. Morrison,Mobile Traffic Network, Las Vegas, NV USA
Abstract: Services that can track the location of a user via a cell-phone are starting to emerge now that more and more cell phones have GPS chipsets built-in. However, a network-based solution that could track users indoors (where GPS-based solutions often fail) could have even more applications. This demonstration shows such a system and provides a peek into the types of services that could be enabled.
Title: Demonstration of a standardized interactive IPTV Ecosystem
Authors: Oliver Friedrich, Robert Seeliger, Benjamin Zachey, Stefan Arbanowski Fraunhofer Institute FOKUS, Germany
Abstract: We demonstrate a prototype of a ecosystem for standardized IPTV services using ETSI TISPAN Release 2 specifications and beyond. In addition to already standardized signaling paths for plain IPTV services we focus on targeted personalized advertisement and interactive virtual quiz shows. The demo will give a deep insight on the front end being an IMS UA with full IPTV capabilities and corresponding Application Servers providing streaming services, IPTV session control, interactivity, user profile and personalization, recommendations and advertisement control.
Title: A Framework for Mobile Applications based on a structured P2P Overlay
Authors: Mario Kolberg, Evan Magill, Martin Blunn, University of Stirling, UK; Michael Wilson, Peter Burtwistle, Sysnet, UK
Abstract: P2P applications are increasingly popular. Unlike traditional client-server applications they do not require central server resources. This makes them less costly to host and maintain. While there have been a large number of P2P applications been developed for PC based systems, there are only very few for mobile appliances, such as mobile phones or networked PDAs, and even fewer which operate successfully on the public mobile data network (GPRS, 3G), rather than WiFi. This is largely due to the difficulties posed by the restrictive data access to mobile devices (NATs, Firewalls by the network operators) and traditionally high charges for data communications. Recently, the latter point has been virtually removed by the introduction of flat-rate data packages by the operators. This paper (and demo) present a framework and applications based on a structured P2P overlay network which can successfully operate on the public data network.
Title: A Large-Scale Service-Oriented Sensor Grid Infrastructure
Author: Hock Beng Lim, Nanyang Technological University, Singapore
Abstract: In this work, we designed and implemented a large-scale service-oriented sensor grid infrastructure that can seamlessly integrate heterogeneous sensor resources from different projects distributed across a wide geographical area. The current implementation comprises of several types of data acquisition, archival, processing and visualization semantic services. These services interface with the heterogeneous target sensor platforms and use their ontologies to correctly interpret the data they provide and use the services they offer.
Title: Applying the ZigBeeT and Wireless Sensors to Monitor the Efficiency of Workflow
Author: Vincent Tam, University of Hong Kong, Hong Kong
Abstract: This project focuses on applying the wireless ad-hoc network and sensor technology to monitor the efficiency of workflow. The project aimed at building a working prototype to demonstrate how these technologies can be combined to facilitate the analysis of the workflow efficiency, with the real-time data being captured through numerous low-cost and customizable sensors installed in different corners of a manufacturing plant. Besides, through any WiFi-enabled consumer electronic devices such as a smart-phone or pocket PC, a manager/supervisor can easily access such real-time analysis about a particular machine, a specific pipeline or section of machines anywhere, inside or outside of the plant, through the nearest WLAN access points provided. A wireless sensor implemented with realistic networks configurations will be presented. This research has produced results delineating the performance and limitations as well as the future development.
Title: Demonstration of Call-to-Web Session Linkage System
Authors: Masashi Toyama, Koji Murakami, Yoshiko Sueda, Osamu Mizuno, Nippon Telegraph and Telephone Corporation, Japan
Abstract: We demonstrate a prototype of a call-to-Web session linkage system for sharing a Web application between caller and receiver. The system makes a session linkage between Web browsers based on call session information of SIP, which is an application-layer control protocol mainly used for IP telephony systems. After that, the system offers Web servers information for the linkage so that Web servers can provide a shared Web service easily. This system can even be uses by a browser of home appliances, which are difficult to upgrade because those linkage protocols consist of basic browser functions.
Title: Demonstration of First Response Communication Sandbox
Authors: Dirk Bradler, Max Mühlhäuser, TU Darmstadt, Germany
Jussi Kangasharju, University of Helsinki, Finland
Abstract: First response communication is tackled by several independent research groups. While there are existing prototypes and simulated results, comparison of first response solutions is hardly possible so far. We have built an universal XML based description format to handle all relevant settings and actions typical for first response scenarios. In addition we implemented a user-friendly movement and environment simulator which interacts with the network simulation on top of the simulated movement. The chosen data structure have proven to be well suited for describing settings and actions found in a first response scenario. The simulator combines movement and network simulation and therefore enables both, fine grained movement models and location aware network models with reciprocal interdependencies. The simulation results of the chosen communication approach are therefore finer grained than using a network or movement simulator separately. In this demo we show different movement and network models, perform movement simulations and show the interface for using mobility simulation within network simulators.
Title: Demonstration of Home Appliance Control Using Heterogeneous Sensor Networks
Authors: Takahiro Ito, Yuichiro Kato, Masatoshi Ogura, Hideki Kamiya, Hiroshi Mineno, Tadanori Mizuno, Shizuoka University, Japan; Norihiro Ishikawa, NTT, Japan
Abstract: This demonstration presents the system showed in the paper accepted at CCNC 2009 "Home Appliance Control Using heterogeneous Sensor Networks". By using this system, control of a network camera based on the value of a sensor is possible. With mobile devices, a user can set or delete the service, which would be executed when a predefined event occurred. When the value of sensors satisfies the event occurrence condition, this architecture detects it, and executes the service which is determined in advance. The definition of the event, which is composed of several types of sensors, is also possible. Therefore, a user can use sensors without being conscious of the difference of vendors. We demonstrate how to define an event and set a service against the defined event.
Title: Demonstration of Non-cluster Based Topology Control Method for Wireless Sensor Networks
Authors: Wenzhu Zhang, Lin Zhang, Jian Yuan, Xiaoxiao Yu, Xiuming Shan, Tsinghua University, China
Abstract: Environmental surveillance applications usually require a long living cycle of sensor nodes, especially when they are powered by non-charged batteries. Inspired by cellular automata, we propose a non-cluster based topology control method to prolong the lifetime of wireless sensor networks. Differing from the traditional cluster-based methods, our approaches lead a special way to maintain longer system lifetime by sacrificing a small proportion of network coverage and connectivity degrees. The demonstration contains both theoretical simulation and system-level experiment, which will be instructive for future study.
Title: Demonstration of Spam and Security Mechanism in SIP-based VoIP Services
Authors: Jaesic Choi, Kangseok Chae, Jaeduck Choi and Souhwan Jung, Soongsil University, Korea
Abstract: This demonstration presents spam scenarios and a lightweight security mechanism for protecting spam calls in SIP-based VoIP services. Generally, VoIP providers have been applying only the HTTP digest scheme to authenticate a UA. They may be not consider protecting SIP signaling between the light-weight UA and the SIP proxy using the TLS mechanism since it suffers from the heavy overhead for computation on the resource-constrained UA. Therefore, the spammer can send SIP messages such as INVITE or 200 OK directly to the UA or the SIP proxy, and then communicate with the user by establishing a media channel. This paper demonstrates several spam scenarios when the TLS mechanism is not established at the light-weight SIP UA. Besides, we will show that these spam calls can be protected by using our proposed security scheme instead of TLS mechanism.
Title: Demonstration of Standard IPTV Content Delivery Network Architecture Interfaces
Authors: Mohamed Fouz Menai, Frederic Fieau, Orange Labs - France Telecom Group, France; Achraf Souk (Université des Sciences et Technologies de Lille, France; Sebastian Jaworski, Telecom Bretagne, France
Abstract: This document we suggest a demonstration of standard SIP/RTSP based Content Delivery Networks (CDN). The intended use of SIP based CDNs is in the scope of IMS based IPTV architectures that are being standardized in the Open IPTV Forum [1], ESTI-TISPAN and the ITU-T. The system includes a central server (Content Delivery Network Controller) analyzing all received content delivery requests. The Content Delivery Network Controller chooses the cluster of servers a request should be redirected to. The choice is made depending on client location, content availability, location and servers' global load. Each cluster is controlled by a Cluster Controller that would make the choice of the final VoD server to deliver the content, based on a fine grained analysis of the load of the VoD servers it manages. The system proves the feasibility of the standards and highlights the flexibility of SIP [1] interfaces when coupled with RTSP [2] to organize redirections within a CDN.
Title: Demonstration of a standardized interactive IPTV Ecosystem
Authors: Oliver Friedrich, Robert Seeliger, Benjamin Zachey, Stefan Arbanowski Fraunhofer Institute FOKUS, Germany
Abstract: We demonstrate a prototype of a ecosystem for standardized IPTV services using ETSI TISPAN Release 2 specifications and beyond. In addition to already standardized signaling paths for plain IPTV services we focus on targeted personalized advertisement and interactive virtual quiz shows. The demo will give a deep insight on the front end being an IMS UA with full IPTV capabilities and corresponding Application Servers providing streaming services, IPTV session control, interactivity, user profile and personalization, recommendations and advertisement control.
Title: DT-Talkie: Interactive Voice Messaging for Heterogeneous Groups in Delay Tolerant Networks
Author: Md. Tarikul Islam, Helsinki University of Technology, Finland
AbstractPush-to-talk, a walkie-talkie kind of communications, has been gaining attention as a service in cellular networks. Unlike traditional walkie-talkies, however, push-to-talk requires network infrastructure for its operation. While infrastructure-less operation in mobile ad-hoc networks has been explored in the past, such approaches attempt to establish an end-to-end path for communications, which may be unstable and exhibit bad performance over multiple hops; and often the node density may be insufficient to establish such paths in the first place. In this demo, we apply the concept of asynchronous message passing using delay-tolerant networking to audio messages which get recorded and then transmitted via store-carry-and-forward from the source to the destination. This decouples audio quality from some extent from the instant dynamics of the network and enables intelligible communications at the expense of some potential extra delay. We present an implementation of the DT-Talkie on the Nokia N810 Internet tablets, leveraging the DTN reference implementation developed in the concept of the DTN Research Group.
Title: GridMedia+: A P2P Streaming System for Live and On-Demand Video
Author: Li Zhao, Tsinghua University, China
Abstract: Supporting both live and on-demand video in a P2P streaming system is an emerging requirement and a technical trend. This demo showcases an experimental but practical P2P streaming system named GridMedia+, which combines live video streaming and on-demand video streaming in a single P2P engine, and also provides a uniform user interface for both PC users and TV users.
Title: In-network Real-time Adaptation of Scalable Video Content on a WiFi Router
Authors: Ingo Kofler, Robert Kuschnig, Hermann Hellwagner, Klagenfurt University, Austria
Abstract: One of the most active research topics in the field of video signal processing is scalable video coding (SVC). The recently published extension of the H.264/AVC video coding standard introduces scalability features by employing a layered encoding of the video stream. In our work we investigated the usage of this scalable extension of H.264/AVC for in-network multimedia adaptation. We developed an RTSP/RTP-based proxy which exploits the layered encoding of the video and can perform real-time video adaptation on an inexpensive off-the-shelf WiFi router. This is achieved by applying a stateful, packet-based adaptation approach that keeps the computational costs at a minimum. With that approach it is possible to simultaneously adapt multiple video streams to varying network conditions or to the capabilities of the consumers' end-devices. In our demonstration we show the streaming of two scalable video streams from a server to a client and the in-network adaptation of the video at the WiFi router. The adaptation can be controlled interactively in the temporal, spatial and SNR domains.
Title: Integrated Dual-Display-Based 3G Mobile Phone / Wireless Terminal
Authors: Vlatko Lipovac, Vedran Batos, University of Dubrovnik, Croatia
Abstract: In this paper, we describe HW and SW features of the developed prototype of a hybrid of 3G mobile phone and wireless terminal, which provides integral video projection onto two VGA/2 displays. These could be fold/collapsed one onto each other, or re-mounted, while the ratio of the total length to height is preserved at 4:3, so enabling integral video VGA format and, consequently, displaying Internet content, e-mail messages, PC SW screens, multimedia etc. Two displays that share the image provides it with overall resolution of 640x480 pixels per inch. The device is driven by OMAP 2420 multimedia processor with ARM1136 core and Linux operating system. In addition, the device is equipped with specially developped prototypes of unique spring/microgeneratorbased battery charger as well as with ultra-thin mountable foil-based QWERTY keyboard.
Title: Low Cost Remote Effort Monitoring with Wearable Accelerometers
Authors: Francisco Castano, Daniel Rodriguez-Silva, Sergio Costas-Rodriguez, Rafael Martínez-Álvarez, Universidad de Vigo, Spain
Abstract: Remote monitoring of physical effort has a great importance in the treatment of some cardiopathies. Nowadays, wearable motion-tracking devices represent an easy solution to acquire relevant data. We demonstrate a system based on a commercial sensor that sends real-time information to a hospital via a mobile gateway -the patient's cell phone- in the same Bluetooth WPAN.
Title: Media Delivery to Remote Renderers Controlled by the Mobile Phone
Authors: Andreas Fasbender, Martin Gerdes, Takeshi Matsumura, Ericsson, Germany; Andreas Häber, Frank Reichert, University of Agder, Norway
Abstract: Nowadays, in most content delivery solutions the servcice is typically delivered to the same device that controls the session - thus, service delivery and control are tightly coupled. We present a solution that was designed with the goal to decouple service control and delivery. Using our approach, multimedia streaming services can be delivered to off-the-shelf DLNA devices in visited networks. The service provider receives information about the media player device and the targetremote environment via a mobile phone. Proximity technologies (e.g. barcodes, NFC) of the control device are used for the exchange of required credentials is performed. This paper describes a demonstration scenario and our prototype implementation.
Title: Mobile P2P Fast Similarity Search
Authors: Thomas Bocek, Fabio Hecht, David Hausheer, Burkhard Stiller, University of Zurich, Switzerland; Ela Hunt, University of Strathclyde, UK
Abstract: In informal data sharing environments, misspellings cause problems for data indexing and retrieval. This is even more pronounced in mobile environments, in which devices with limited input devices are used. In a mobile environment, similarity search algorithms for finding misspelled data need to account for limited CPU and bandwidth. This demo shows P2P fast similarity search (P2PFastSS) running on mobile phones and laptops that is tailored to uncertain data entry and uses available resources efficiently. In this demo, users publish and search for textual content containing misspellings without relying on query logging, as done by Google, and with a minimum distributed indexing infrastructure. Similarity search is supported by using the concept of deletion neighborhood to evaluate the edit distance metric of string similarity.
Title: Mobile Touch: NFC-like Interaction with Yesterday's Phones
Authors: Victor Klos, M. Oskar van Deventer, Mark van Staalduinen, TNO, Netherlands
Abstract: Near Field Communication (NFC) enables fast interactive mobile services as it allows two mobile devices to quickly and securely exchange information when they are within touching range. However, NFC-enabled phones are virtually absent on the market today, which impedes the break-through of these useful services. This paper presents the Mobile Touch Technology, which utilizes the mobile phone's microphone plus its connectivity capabilities to effectively emulate NFC with mobile phones that are already widely available on the market.
Title: NAT Free Open Source 3D Video Conferencing using SAMTK and Application Layer Router
Authors: Nobuo Kawaguchi, Shuntaro Nishiura, Odira Abade, Nagoya University, Japan; Takahiro Kurosawa, WIDE, Japan; Tatsuya Jinmei, TOSHIBA Corporation, Japan; Eiichi Muramoto, Panasonic Corporation, Japan
Abstract: SAMTK: Scalable Adaptive Multicast Toolkit is a toolkit to bridge the gap between network researchers and application developers in the field of multi-point communication. SAMTK includes a Qt based GUI that ensures a single source multi-platform use (Linux, FreeBSD, Windows and MacOS). It provides interfaces for network plugins used by one-to-many network sockets and a simple application programming interface for application developers to develop multi-point communication applications quite easily. ALR: Application Layer Router is a router which parses UDP packets and does a lookup in its internal forwarding table to duplicate and deliver the packets to multiple destinations. It provides NAT traversal function by using a singe UDP port both for session registration and packet delivery. The demo shows the feasibility of NAT free 3D video conferencing using Application Layer Router and the ease of development of video conferencing applications using SAMTK.
Title: NGN/IMS-based Ubiquitous Health Monitoring System
Author: Koichiro Rikitake, Koichiro Rikitake, Yasuhiro Araki, Yoshihiro Kawahara, Masateru Minami, Hiroyuki Morikawa University of Tokyo, Japan
Abstract: In this demonstration we present an ubiquitous health monitoring system based on the NGN/IMS (Next Generation Network/IP Multimedia Subsystem). It enables us to be taken care of by medical professionals anytime, anywhere using portable medical sensors and mobile networks. To provide seamless health monitoring services, an open, secure and functional platform is required. Such a platform should support multiple functions such as real-time transfer, event notification, and continuous data accumulation. The NGN/IMS is a potential platform to fulfill these requirements, because it is a standard-based open platform, which provides AAA (Authentication, Authorization and Accounting), QoS (Quality of Service) support, event notification and a data management server. We present a system design and a prototype implementation on a NGN/IMS testbed.
Title: noBounds - Mobile Device Interoperability
Author: Jörg Brakensiek, Nokia, USA
Abstract: Applications and services running on a mobile device can offer extended user-experience if they would be able to seamlessly interoperate with external environments, by exchanging data (e.g. audio, video, display) and taking back command and control. The proposed demonstrator will show different technical alternatives how such interoperability can look like and how they compare with respect to performance and bandwidth requirements.
Title: PassItOn: An Opportunistic Messaging Prototype on Mobile Devices
Authors: Bo Xing, Nalini Venkatasubramanian, University of California at Irvine, USA; Karim Seada, Peter Boda, Nokia Research Center, USA
Abstract: In this demonstration, we present PassItOn, a fully distributed opportunistic messaging system based on human encounters and mobilities. PassItOn is implemented on Nokia N95 8GB smart phones, as an effort to show the feasibility and potentials of opportunistic networking in real-world deployments. We demonstrate several scenarios where social ties between people and their location/motion information facilitate efficient data forwarding/delivery. Moreover, we show the importance of incorporating user preferences/incentives when opportunistic messaging is put into real use.
Title: Project GeoTV - Navigate on iPhone, Browse on PC, Watch on HDTV
Authors: Yih-Farn Chen, David Gibbon, Rittwik Jana, Bernard Renger, Daniel Stern, Bin Wei, Mike Yang, AT&T Labs - Research, USA; Hailong Sun, Beihang University, P.R. China
Abstract: GeoTV is a project that explores seamless integration of mobile phones, HDTV sets, and computers in the living room to enrich the user experience of existing services. The three-screen service allows a user to navigate a world map on a smart phone to track geo-located media RSS content that matches her personal interests. The user can show a matching video clip on her phone or direct a nearby HDTV set to play the video. In addition, the user can bring up a world map on a nearby computer screen to navigate areas of interest related to the video clip. GeoTV allows all three screens to be used for what they are best for: HDTV for high resolution video, computer screen for browsing a world map, and a smart phone for personalized control at hand to select media of interest.
Title: Prototype Demonstration: Trojan Detection and Defense System
Author: Ting Liu, Xi'an Jiaotong University, PRC, P.R. China
Abstract: This paper presents a novel Trojan detection and defense system. The prototype searches the important files which contain users' confidential information on disk. All processes that access those files will be monitored by capturing and analyzing the IRPs (I/O Request Packets). The prototype can distinguish Trojans processes from regular ones by evaluating their API-calls with several machine-learning models, rather than traditional signature-based mechanism. Trojan's IRPs and processes will be suspended and killed to protect users' confidential information from attackers. Testing results indicate that this prototype can detect and defend unknown Trojans quickly and accurately.
Title: RealClass: An Interactive-enable Multi-Channel Live Teaching System on Overlay Service Network
Authors: Weizhan Zhang, Qinghua Zheng, Xi'an Jiaotong University, China
Abstract: In this demonstration, a prototype of live teaching system on overlay service network is presented. The system evolves the following novel characteristics: (1) Firstly, an infrastructure-based overlay multicast structure is introduced, providing multi-channel live media delivery with service differentiation on the shared overlay service network. (2) Secondly, the system can support of two-way interactive media as well as one-way live media at the same time, the enabling technology is a dynamic user interaction adjustment based on pre-reserved resources in the top layers of the tree. In the demonstration, we will show diversified real-time services, including audio, video, instant message for multi-channel live teaching scenario, and flexible interactive communication for group discussion.
Title: Remote Management of Non-TR-069 UPnP End-User Devices in a Private Network
Authors: Ben Hillen, Igor Passchier, Bas van Schoonhoven, Frank den Hartog, TNO, Netherlands
Abstract: End-to-end broadband service delivery requires remote management of devices in the home network, beyond the home gateway (HG). The service provider can only put limited requirements to these of-the-shelf devices, and therefore has to make intelligent use of their given control and management protocols. We developed a demonstrator for the remote management of Universal Plug and Play (UPnP) devices in the home with a simple TR-069/UPnP proxy on the HG. It shows how UPnP devices can be discovered, configured, controlled and monitored with a legacy TR-069 auto-configuration server.
Title: Smart Personal Health Manager: A Sensor BAN Application
Authors: Deepak Ayyagari, Yongji Fu, Sharp Laboratories, USA
Abstract: The demonstration will show the prototype system of smart personal health manager. The smart personal health manager consists of a sensor suite and operates a multi-hop wireless network. It can be applied for real-time, continuous, wearable physiological monitoring as well as environmental monitoring for healthcare management.
Title: TLS-Tandem: A Smart Card for WEB Applications
Author: Pascal Urien, ENST, France
Abstract: This demonstration shows a WEB application offering multimedia contents, whose access is fully controlled by a smart card according to an innovative context, named TLS-Tandem. The client's PC is not pre-configured for these operations; credentials required by the WEB site, and used by the smart card (certificates, private keys), are distributed via AJAX facilities.
Title: Trust-by-Wire in Packet-Switched IPv6 Networks: Tools and FPGA Prototype for the IPclip System
Authors: Peter Danielis, Stephan Kubisch, Harald Widiger, Jens Rohrbeck, Vladyslav Altman, Jan Skodzik, Dirk Timmermann, University of Rostock, Gemrnay; Thomas Bahls, Daniel Duchow, Nokia Siemens Networks, Germany
Abstract: This demonstration shows the hardware prototype of the IPclip (IP Calling Line Identification Presentation) mechanism for IPv6 networks. IPclip is a mechanism, which provides Trust-by-Wire in IP-based networks by adding trustworthy location information to IP packets. It is implemented on an FPGA development board and configurable at runtime via a graphical configuration tool. We show IPclip's basic functionality in a localization scenario using an analysis tool and Google Earth and discuss several application scenarios during the demonstration.
Title: U-FIPI: Ubiquitous Sensor Network Service Infra Supporting Bidirectional Location-Awareness between Mobile Nodes and Fixture Nodes
Author: Soon Ju Kang, Kyungpook National University, Korea
Abstract: We introduce a ubiquitous sensor network system, called U-FIPI, to monitor the early symptom of fire and intruder in indoor environment. Especially, this system adapts a novel approach to provide bidirectional location-awareness service between various mobile nodes and U-FIPI fixture nodes making it suitable for total service as a new concept of building management system.
Title: Using SNS as Access Control Mechanism for DLNA Content Sharing System
Authors: Taeyoung Song, Yoshihiro Kawahara, Tohru Asami, University of Tokyo, Japan
Abstract: The home networking becomes more interesting if users can share high quality contents with friends and colleagues living away from the user. DLNA certified devices allow users to share or access digital media contents on the same home network. However, the sharing of the content is only limited inside local area networks. In this paper, we propose a global content sharing home gateway named DAS (DLNA Agent for SNS). Different from exiting approaches using VPN, DAS enables to share specified contents to selected users with support of access control functionality provided by Social Network web services. As DAS behaves as a DLNA certified server, there is no need to modify commercial DLNA CE devices.
Title: Vanets: Case Study of a Peer-to-peer Video Conferencing System
Authors: Tareq Hossain, Yi Cui, Yuan Xue, Vanderbilt University, USA
Abstract: We present a peer-to-peer video conferencing system, Vanets. Our system takes advantage of transcoding to optimize the video streaming rate of the participating peers. We use the active peer participant focus technique to allocate higher bandwidth to the user currently talking. Each participant maintains a local tree topology where the participant is the root and uses this topology to stream video. Therefore, passive participants receive higher quality video from an active participant, while receiving lower quality video from the rest of the participants.
Title: Trojan Detection and Defense System
Author: Ting Liu, Xi'an Jiaotong University, China
Abstract: This paper presents a novel Trojan detection and defense system. The prototype searches the important files which contain users' confidential information on disk. All processes that access those files will be monitored by capturing and analyzing the IRPs (I/O Request Packets). The prototype can distinguish Trojans processes from regular ones by evaluating their API-calls with several machine-learning models, rather than traditional signature-based mechanism. Trojan's IRPs and processes will be suspended and killed to protect users' confidential information from attackers. Testing results indicate that this prototype can detect and defend unknown Trojans quickly and accurately.
