NATO Advanced Study Institute on Mining Massive Data Sets for Security
This Workshop brings together scientists and engineers interested in recent developments in exploiting Massive Data Sets. Emphasis is placed on available techniques and their application to security-critical applications. \ Today our world is awash in data and we live in an Information Society where every action leaves a trace, generating massive amounts of data. Recent scientific developments provide technologies to exploit these huge amounts of data and extract from it critical information. Used today in many commercial applications (marketing campaigns, user profiling and recommendations on e-commerce sites, web search,users communitiee...), these technologies can also be used for security-critical applications (fraud detection and money laundering, intrusions detection, intelligence gathering, terrorist networks detection, Web surveillance...).
It is the purpose of this workshop to review the various technologies available (data mining algorithms, social networks, crawling and indexing, text-mining, search engines, data streams) in the context of very large data sets.
The workshop will provide survey presentations & posters to help building a scientific community aware of security issues and techniques to solve them.
Opening and Closing session
Introduction to the Workshop
Nov 26, 2007 3105 views
Conclusion remarks
Dec 4, 2007 5012 views
Interviews
Interview with Clive Best
Dec 4, 2007 3566 views
Interview with Françoise Fogelman Soulié
Dec 4, 2007 4457 views
Lectures
Combining Information Retrieval and Information Extraction for Medical Intellige...
Dec 3, 2007 5693 views
Plastic Card Fraud Detection using Peer Group Analysis
Dec 3, 2007 10215 views
The "Real World" Web Search Problem
Dec 3, 2007 6000 views
Evolving Networks
Sep 21, 2008 3277 views
Security Applications of Web mining
Dec 4, 2007 6458 views
Modeling rare events: online advertisement targeting using machine learning and ...
Dec 3, 2007 8646 views
Diffusion and Cascading Behaviour in Networks
Nov 28, 2007 15304 views
Detecting Money Laundering Actions Using Data Mining and Expert Systems
Dec 3, 2007 10278 views
Approximation algorithms for k-anonymity and privacy preservation in query logs
Dec 3, 2007 7880 views
Learning with structured data - structured outputs
Nov 26, 2007 4598 views
Information Theo-retic and Alge-braic Methods for Network Anomaly Detection
Nov 26, 2007 4897 views
Automatic detection and aggregation of name variants from large multi-lingual do...
Nov 26, 2007 4036 views
User logs processing using machine learning techniques
Nov 26, 2007 5958 views
Web Spam Detection
Nov 28, 2007 10315 views
Open Source Intelligence
Dec 3, 2007 33036 views
Statistical techniques for fraud detection, prevention, and evaluation
Dec 3, 2007 42099 views
Website Privacy Preservation for Query Log Publishing
Nov 29, 2007 6116 views
Ontologies and Machine Learning
Nov 26, 2007 9773 views
CiteSeerX & ChemXSeer: Lessons for Cyber-infrastructure and Web
Dec 4, 2007 4271 views
Learning to Extract Security-related Event Information from Large News Collectio...
Dec 3, 2007 3550 views
Machine Learning for Intrusion Detection
Nov 26, 2007 17748 views
Large-Scale Semi-Supervised Learning
Nov 26, 2007 5854 views
Ontogen Software Demo
Nov 26, 2007 9131 views
Filtering Multi-Lingual Terrorist Content with Graph-Theoretic Classifi-cation T...
Nov 26, 2007 4107 views
Foundations of Statistical Learning Theory : Empirical Infe-rence in high-diment...
Dec 3, 2007 10300 views
Recognition and Disambiguation of geographical references in text
Nov 26, 2007 3343 views
Using linguistic information as features for text categorization
Nov 26, 2007 4877 views
Link Analysis and Text Mining : Current State of the Art and Applications for Co...
Dec 3, 2007 10678 views
Mining Networks through Visual Analytics:
Nov 26, 2007 4358 views
The Security of Mobile Agent Systems
Jan 7, 2008 4271 views
Feature selection, fundamentals and applications
Dec 3, 2007 17125 views
Learning using Many Examples
Nov 26, 2007 5111 views
Inference and Learning with Networked Data
Jan 15, 2008 4920 views
Data stream management and mining
Nov 26, 2007 12100 views
Summarizing Data Stream's History
Nov 26, 2007 4406 views
Geolocalisation in Cellular Telephone Networks
Dec 3, 2007 6406 views
Fitting mixtures of regression lines with the forward search: application to clu...
Dec 3, 2007 4064 views
Emergent patterns in large social systems
Nov 26, 2007 4035 views
Mining Massive Data Sets
Nov 26, 2007 10078 views
