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Employing Multimodal Interactions to Ensure Transparent - - PowerPoint PPT Presentation
Employing Multimodal Interactions to Ensure Transparent - - PowerPoint PPT Presentation
World Class Standards Employing Multimodal Interactions to Ensure Transparent Authentication in Pervasive Environments Dana Al Kukhun Florence Sdes Multimodal Interaction with Mobile Devices IRIT - University of Toulouse World Class
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Plan
Introduction Pervasive Environments Security Challenges in Pervasive Environments Current Authentication Mechanisms The need for transparent interactions for mobility Some directions towards transparency Conclusion
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Introduction
Ubiquitous / Pervasive Computing:
Weiser’s vision for the computing future in the 21st century:
- Computing elements will disappear from user’s consciousness while
functioning homogeneously with his environment.
Pervasive Computing:
Mobile User Interacting with a system Using a mobile device
A Quality of Service challenge:
How can we enable the user to interact seamlessly with a system at :
- Anytime
- Anyhow different devices, connectivity channels, etc.
- Anywhere
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Pervasive computing
For hardware and computing elements to disappear
Software needs to disappear. The spatial and temporal relationships between people and objects (HCI) has to be well defined in the early design phase
Pervasive information systems
Are interactive user-Centered systems That aim to facilitate user interaction within unfamiliar environments.
Objective:
Transparent services Proactivity (trying to anticipate the user needs) Efficiency, usability & user satisfaction
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Challenges in Pervasive Environments
Data Hardware Software
Usability Vs Automation Accessibility Vs Security Heterogeneity Vs Connectivity
Adaptation
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Importance of Multimodal Interaction
Would allow a greater portion of users to access a system:
Old aged people Disabled people
- Handicapped, blind, …
- Sick patients (robotics, medicine taking, calling for an emergency, etc)
Would allow easier interaction
Mobile devices have small screens, small keybords, etc
Would allow users to be more functional & productive
Multi functioning Faster interaction (voice commands, etc.)
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World Class Standards Mobile Devices: some Limitations & some future directions for solutions
Low battery Capacities
Multimodal interaction can consume the battery power .
- Waiting for increased battery power for higher efficiency.
- Research works are looking for means to employ the surrounding
environment to generate power (solar power, physical power, etc.)
Not all machines are fully equipped to apply successful multimodal interactions
cameras for Iris recognition need high resolution. Challenges in voice recognition for commands in different languages & in noisy environments (mobile users).
The cost of equipped devices is high
High technology tends to be for the previleged society
- Looking for cheap & good quality machines for all society portions
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Accessibility Vs Security
How to provide users with high accessibility while guaranteeing the system’s security? Security requires frequent re-authentication, but this would limit usability. Security
Authentication Access Control Cryptography
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Current authentication Mechanisms
Password (textual input)
Bank kiosks, credit card shopping (french system), email
Digital Signature
Credit card shopping (American system) text recognition
Voice
Vocal input voice recognition
Digital finger print, Iris
Biometric & Image recognition
Machine Tokens
RFID chips, smart cards, …
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Some Works on Multimodal Authentication
- 1. MUST: Multimodal User Authentication for Secured Transaction
Objective: to investigate effective methods for the recognition of people over the internet based on voice and facial characteristics in
- rder to facilitate, protect and promote various financial and other
services over this growing telecommunication medium.
- Speaker verification
- Face localization and verification
- taking into consideration lighting effects and several conditions.
- Fusion of modalities for multimodal authentication.
European Project SER C01.0120 (2002 – 2005)
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2. A Multimodal Authentication System for Authorizing the Access to NGN Services
- Context : New generation networks
- Many new services , Offered by different players (service providers).
- Each service might have it’s own authentication method and use different
credentials.
Need for more reliable, flexible and easy-to-use methods.
- Proposition: Separating application-specific credentials (e.g. smart cards)
hosted in the network, from personal identification (e.g. Smart cards).
- After the biometric identification is carried out, the contactless smart card
allows to sense the user presence, in order to unlock his/her workstation and to recover from a server, using a secure protocol
- The mechanism strength is guaranteed by limiting in time and space the
validity of the logical association between biometric identification and card
- wnership
Melen et al., “A Multimodal Authentication System for Authorizing the Access to NGN Services”, International conference on Networking and Services, ICNS’06. Page: 47
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Authentication @ the Pervasive age
The ultimate goal for pervasive computing is achieving invisibility. For ensuring security and privacy in those environments,
Both human beings and surrounding devices should be authenticated under the interaction methods that are used for ubiquitous services. But there exist many challenges as:
- The invisibility of devices,
- the adaptiveness of interactions,
- and the varying performance of devices
That will make it difficult to achieve invisibility.
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Camera GPS Microphone Loudspeaker Stylus-Activated Sketch Pad Wearable Compute Server Docking Station for Car PC Biosensor for Authentication & Emotional Feedback GSM for Telephone, Fax, Internet Connectivity
Directions to Efficient Solutions: 1) The SmartCom Project - The Handheld Assistant 2001
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Smartcard/ Credit Card for authentication and billing Docking station for PDA/Notebook/ Camcorder high speed and broad bandwidth Internet connectivity High-resolution scanner Loudspeaker Room microphone Face-tracking camera Virtual touchscreen protected against vandalism Multipoint video conferencing
The SmartCom Project - The Public Kiosk
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Some Applications
Augmented Reality: Combining Speech, Gestures and Graphics for Mobile Web Access
1. Mobile Dialog with a Virtual Tourist Guide 2. Location-adaptive Query Interpretation 3. Multimodal Route Description 4. Mobile Speech Translation & Multilingual Information Access 5. Speech-based Access to 3D Virtual Views 6. Multimodal Output from a Digital Library and Speech-based Access to Internet Content
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2) The Secure Phone Project
A technical solution that improves security is needed Solution joining
Biometric authentication
- Makes use of VOICE, FACE and SIGNATURE
Multi-modal authentication Mobile-device based authentication Electronic signature
to secure information exchange Privacy??
Protected by storing info on a secure SIM module
The use of multiple modaliaties would enhance security
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Secure Phone
Strong authentication anywhere, to access databases, deal transactions, business operations, etc… Necessary security:
Gartner: more than 250.000 PDA are stolen and lost yearly in USA airports
http://www.secure-phone.info
Voice F a c e W r i t t e n S i g n a t u r e
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Fortifying Security by joining modalities
Pre-processing Modelling Modelling
Modelling
Pre-processing Pre-processing Access Denied Access Granted
FUSION
Face Voice Written Signature
Modelling
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Some Applications
Corporate:
Secure transactions between sales force and headquarters Secure transactions with suppliers
Commercial:
Mobile electronic banking Mobile private banking Mobile payments, on-line reservations
Governments and Public Administration:
Administrative transactions through mobile phone Police force communications Mobile medical services
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