NATO Advanced Study Institute on Mining Massive Data Sets for Security

NATO Advanced Study Institute on Mining Massive Data Sets for Security

43 Videos · Sep 9, 2007

About

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.

Videos

Opening and Closing session

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07:33

Introduction to the Workshop

Clive Best

Nov 26, 2007

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3085 views

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06:37

Conclusion remarks

Françoise Fogelman Soulié

Dec 4, 2007

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5000 views

Interviews

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02:58

Interview with Clive Best

Dec 4, 2007

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3554 views

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06:50

Interview with Françoise Fogelman Soulié

Dec 4, 2007

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4443 views

Lectures

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01:10:25

Combining Information Retrieval and Information Extraction for Medical Intellige...

Roman Yangarber

Dec 3, 2007

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5682 views

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44:19

Plastic Card Fraud Detection using Peer Group Analysis

Dave Weston

Dec 3, 2007

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10175 views

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02:03:16

The "Real World" Web Search Problem

Eric Glover

Dec 3, 2007

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5982 views

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01:01:56

Evolving Networks

Jean-Loup Guillaume

Sep 21, 2008

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3253 views

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39:07

Security Applications of Web mining

Pinar Oezden Wennerberg

Dec 4, 2007

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6443 views

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58:09

Modeling rare events: online advertisement targeting using machine learning and ...

James G. Shanahan

Dec 3, 2007

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8616 views

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01:49:41

Diffusion and Cascading Behaviour in Networks

Jure Leskovec

Nov 28, 2007

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15250 views

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53:08

Detecting Money Laundering Actions Using Data Mining and Expert Systems

Ekrem Duman

Dec 3, 2007

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10246 views

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01:58:37

Approximation algorithms for k-anonymity and privacy preservation in query logs

Aris Gionis

Dec 3, 2007

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7868 views

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01:09:09

Learning with structured data - structured outputs

Patrick Gallinari

Nov 26, 2007

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4579 views

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01:57:02

Information Theo-retic and Alge-braic Methods for Network Anomaly Detection

Naftali Tishby

Nov 26, 2007

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4868 views

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01:04:23

Automatic detection and aggregation of name variants from large multi-lingual do...

Bruno Pouliquen

Nov 26, 2007

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4020 views

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58:49

User logs processing using machine learning techniques

Thierry Artières

Nov 26, 2007

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5944 views

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01:47:08

Web Spam Detection

Marcin Sydow,

Carlos Castillo

Nov 28, 2007

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10269 views

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01:29:48

Open Source Intelligence

Clive Best

Dec 3, 2007

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32782 views

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01:43:27

Statistical techniques for fraud detection, prevention, and evaluation

David Hand

Dec 3, 2007

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42050 views

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41:27

Website Privacy Preservation for Query Log Publishing

Barbara Poblete

Nov 29, 2007

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6089 views

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33:52

Ontologies and Machine Learning

Blaž Fortuna,

Marko Grobelnik

Nov 26, 2007

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9756 views

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01:46:23

CiteSeerX & ChemXSeer: Lessons for Cyber-infrastructure and Web

Lee Giles

Dec 4, 2007

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4246 views

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01:03:48

Learning to Extract Security-related Event Information from Large News Collectio...

Hristo Tanev

Dec 3, 2007

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3536 views

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48:34

Machine Learning for Intrusion Detection

Pavel Laskov

Nov 26, 2007

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17719 views

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01:04:57

Large-Scale Semi-Supervised Learning

Jason Weston

Nov 26, 2007

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5819 views

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18:49

Ontogen Software Demo

Blaž Fortuna

Nov 26, 2007

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9109 views

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01:03:36

Filtering Multi-Lingual Terrorist Content with Graph-Theoretic Classifi-cation T...

Mark Last

Nov 26, 2007

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4089 views

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01:33:44

Foundations of Statistical Learning Theory : Empirical Infe-rence in high-diment...

Léon Bottou

Dec 3, 2007

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10266 views

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45:26

Recognition and Disambiguation of geographical references in text

Ralf Steinberger

Nov 26, 2007

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3332 views

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59:08

Using linguistic information as features for text categorization

Arturo Montejo Ráez

Nov 26, 2007

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4850 views

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02:09:14

Link Analysis and Text Mining : Current State of the Art and Applications for Co...

Ronen Feldman

Dec 3, 2007

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10664 views

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01:03:26

Mining Networks through Visual Analytics:

Guy Melancon

Nov 26, 2007

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4335 views

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55:25

The Security of Mobile Agent Systems

Wiesiek Pawlowski

Jan 7, 2008

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4247 views

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01:56:46

Feature selection, fundamentals and applications

Isabelle Guyon

Dec 3, 2007

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17078 views

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01:34:26

Learning using Many Examples

Léon Bottou

Nov 26, 2007

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5098 views

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01:58:53

Inference and Learning with Networked Data

Foster Provost

Jan 15, 2008

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4898 views

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02:16:26

Data stream management and mining

Georges Hebrail

Nov 26, 2007

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12087 views

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55:27

Summarizing Data Stream's History

Baptiste Csernel

Nov 26, 2007

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4388 views

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01:05:00

Geolocalisation in Cellular Telephone Networks

Bruce Denby

Dec 3, 2007

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6391 views

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01:04:45

Fitting mixtures of regression lines with the forward search: application to clu...

Andrea Cerioli,

Domenico Perrotta

Dec 3, 2007

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4046 views

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01:54:59

Emergent patterns in large social systems

Dennis M. Wilkinson

Nov 26, 2007

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4012 views

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02:12:03

Mining Massive Data Sets

Françoise Fogelman Soulié

Nov 26, 2007

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10042 views