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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3087 views

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06:37

Conclusion remarks

Françoise Fogelman Soulié

Dec 4, 2007

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5002 views

Interviews

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02:58

Interview with Clive Best

Dec 4, 2007

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3556 views

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06:50

Interview with Françoise Fogelman Soulié

Dec 4, 2007

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4446 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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5685 views

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44:19

Plastic Card Fraud Detection using Peer Group Analysis

Dave Weston

Dec 3, 2007

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10184 views

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02:03:16

The "Real World" Web Search Problem

Eric Glover

Dec 3, 2007

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5985 views

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01:01:56

Evolving Networks

Jean-Loup Guillaume

Sep 21, 2008

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3255 views

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39:07

Security Applications of Web mining

Pinar Oezden Wennerberg

Dec 4, 2007

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6446 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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8618 views

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01:49:41

Diffusion and Cascading Behaviour in Networks

Jure Leskovec

Nov 28, 2007

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15261 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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10249 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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7870 views

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01:09:09

Learning with structured data - structured outputs

Patrick Gallinari

Nov 26, 2007

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4581 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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4871 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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4023 views

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58:49

User logs processing using machine learning techniques

Thierry Artières

Nov 26, 2007

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5947 views

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01:47:08

Web Spam Detection

Marcin Sydow,

Carlos Castillo

Nov 28, 2007

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10284 views

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01:29:48

Open Source Intelligence

Clive Best

Dec 3, 2007

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32819 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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42056 views

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41:27

Website Privacy Preservation for Query Log Publishing

Barbara Poblete

Nov 29, 2007

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6095 views

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33:52

Ontologies and Machine Learning

Blaž Fortuna,

Marko Grobelnik

Nov 26, 2007

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9758 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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4254 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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3538 views

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48:34

Machine Learning for Intrusion Detection

Pavel Laskov

Nov 26, 2007

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17725 views

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01:04:57

Large-Scale Semi-Supervised Learning

Jason Weston

Nov 26, 2007

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5828 views

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18:49

Ontogen Software Demo

Blaž Fortuna

Nov 26, 2007

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9112 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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4091 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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10273 views

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45:26

Recognition and Disambiguation of geographical references in text

Ralf Steinberger

Nov 26, 2007

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3334 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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4852 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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10666 views

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01:03:26

Mining Networks through Visual Analytics:

Guy Melancon

Nov 26, 2007

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4339 views

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55:25

The Security of Mobile Agent Systems

Wiesiek Pawlowski

Jan 7, 2008

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4249 views

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01:56:46

Feature selection, fundamentals and applications

Isabelle Guyon

Dec 3, 2007

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17085 views

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01:34:26

Learning using Many Examples

Léon Bottou

Nov 26, 2007

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5101 views

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01:58:53

Inference and Learning with Networked Data

Foster Provost

Jan 15, 2008

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4901 views

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02:16:26

Data stream management and mining

Georges Hebrail

Nov 26, 2007

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12091 views

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55:27

Summarizing Data Stream's History

Baptiste Csernel

Nov 26, 2007

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4390 views

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01:05:00

Geolocalisation in Cellular Telephone Networks

Bruce Denby

Dec 3, 2007

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6394 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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4048 views

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01:54:59

Emergent patterns in large social systems

Dennis M. Wilkinson

Nov 26, 2007

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4015 views

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02:12:03

Mining Massive Data Sets

Françoise Fogelman Soulié

Nov 26, 2007

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10051 views