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Francisco Javier Sucunza - N4J, Horizonte de sucesos. [rooted2019]

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Francisco Javier Sucunza - N4J, Horizonte de sucesos. [rooted2019]

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Francisco Javier Sucunza - N4J, Horizonte de sucesos. [rooted2019]

  1. 1. N4J: Horizonte de sucesos
  2. 2. 2© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Agradecimientos a: Pedro Corcobado, alias “CORCO”
  3. 3. 3© Capgemini 2018. All rights reserved | Índice Horizonte de sucesos. Knowledge Graphs. N4J. Ejemplos.
  4. 4. 4© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Horizonte de sucesos. Credit: Ute Kraus/wikipedia, CC BY-SA. https://creativecommons.org/licenses/by-nc/3.0/es/legalcode.es
  5. 5. 5© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 “Un horizonte de sucesos puede caracterizarse como el conjunto de puntos de la clausura topológica del dominio de dependencia de una hipersuperficie lumínica situada en el "infinito" que no pertenecen al pasado o futuro cronológico de dicho dominio.” - Wikipedia
  6. 6. 6© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 “Sólo cuando conoces cada detalle de la condición del terreno puedes maniobrar y guerrear.” - Sun Tzu: “El arte de la guerra”
  7. 7. 7© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019
  8. 8. 8© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Knowledge Graphs
  9. 9. 9© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 ¿qué son los “knowledge graphs”? ▪ Una conexión dinámica de repositorios de datos de diferentes tipos. ▪ Enlaza silos de datos de fuentes externas de una manera inteligente. ▪ Permite inferir conocimiento a través del contexto y las relaciones. Domains Ports People SPF Torrents
  10. 10. 10© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 N4J
  11. 11. 11© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Grafos: origen. Fuente: Wikipedia
  12. 12. 12© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 SQL vs Cypher. SELECT product.product_name as Recommendation, count(1) as Frequency FROM product, customer_product_mapping, (SELECT cpm3.product_id, cpm3.customer_id FROM Customer_product_mapping cpm, Customer_product_mapping cpm2, Customer_product_mapping cpm3 WHERE cpm.customer_id = ‘customer-one’ and cpm.product_id = cpm2.product_id and cpm2.customer_id != ‘customer-one’ and cpm3.customer_id = cpm2.customer_id and cpm3.product_id not in (select distinct product_id FROM Customer_product_mapping cpm WHERE cpm.customer_id = ‘customer-one’) ) recommended_products WHERE customer_product_mapping.product_id = product.product_id and customer_product_mapping.product_id in recommended_products.product_id and customer_product_mapping.customer_id = recommended_products.customer_id GROUP BY product.product_name ORDER BY Frequency desc MATCH (u:Customer {customer_id:'customer-one'})-[:BOUGHT]- >(p:Product)<- [:BOUGHT]-(peer:Customer)-[:BOUGHT]- >(reco:Product) WHERE not (u)-[:BOUGHT]->(reco) RETURN reco as Recommendation, count(*) as Frequency ORDER BY Frequency DESC LIMIT 5;
  13. 13. 13© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Ejemplos.
  14. 14. 14© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Perímetro: Modelo de grafo.
  15. 15. 15© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Perímetro Banca Banco 1 Banco 2 Banco 3 2526 3526 495
  16. 16. 16© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Banca Banco 1 Ip Dominio Puerto Subdominio
  17. 17. 17© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Banca Banco 1
  18. 18. 18© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Perímetro Banca Banco 2 BB.DD. Con cuentas: OnlinerSpamBot TrikSpamBot Linkedin MyFitnessPal Cuenta comprometida Domain Fuente de filtración
  19. 19. 19© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Más allá del horizonte de sucesos. Torrents
  20. 20. 20© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Organismo oficial Banco 1 Banco 2 Banco 3 Gran Superficie 1 Energética 1 Dominio País Ip Subdominio Contenido descargado Empresa
  21. 21. 21© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Relaciones insospechadas.
  22. 22. 22© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Relaciones insospechadas. Banco 1 Banco 2 Dominio Ip Subdominio Empresa
  23. 23. 23© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Relaciones insospechadas.
  24. 24. 24© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 SPF: política. Banco 1 Banco 2 -all ~all -all ~all ?all Dominio Política SPF
  25. 25. 25© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 DMARC: Política.
  26. 26. 26© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Sin política DMARC Dominio Política DMARC Empresa
  27. 27. 27© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 CDN y servidores dns: ¿Debilidad?
  28. 28. 28© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Banco 1 Akamai Technologies Servidores de nombres de Akamai Banco 2 Servidores de nombres de Cloudflare Cloudflare
  29. 29. 29© Capgemini 2019. All rights reserved |N4J: Horizonte de sucesos| Fran Sucunza | Marzo 2019 Conclusiones Conclusiones.
  30. 30. A global leader in consulting, technology services and digital transformation, Capgemini is at the forefront of innovation to address the entire breadth of clients’ opportunities in the evolving world of cloud, digital and platforms. Building on its strong 50-year heritage and deep industry-specific expertise, Capgemini enables organizations to realize their business ambitions through an array of services from strategy to operations. Capgemini is driven by the conviction that the business value of technology comes from and through people. It is a multicultural company of 200,000 team members in over 40 countries. The Group reported 2017 global revenues of EUR 12.8 billion. About Capgemini Learn more about us at www.capgemini.com This presentation contains information that may be privileged or confidential and is the property of the Capgemini Group. Copyright © 2018 Capgemini. All rights reserved.
  31. 31. A global leader in consulting, technology services and digital transformation, Capgemini is at the forefront of innovation to address the entire breadth of clients’ opportunities in the evolving world of cloud, digital and platforms. Building on its strong 50-year heritage and deep industry-specific expertise, Capgemini enables organizations to realize their business ambitions through an array of services from strategy to operations. Capgemini is driven by the conviction that the business value of technology comes from and through people. It is a multicultural company of 200,000 team members in over 40 countries. The Group reported 2017 global revenues of EUR 12.8 billion. About Capgemini Learn more about us at www.capgemini.com This presentation contains information that may be privileged or confidential and is the property of the Capgemini Group. Copyright © 2018 Capgemini. All rights reserved. Name, Last Name Title/Role Capgemini Office (Optional) Address Line 1 Address Line 2 Address Line 3 Name, Last Name Title/Role Capgemini Office (Optional) Address Line 1 Address Line 2 Address Line 3 Name, Last Name Title/Role Capgemini Office (Optional) Address Line 1 Address Line 2 Address Line 3 Name, Last Name Title/Role Capgemini Office (Optional) Address Line 1 Address Line 2 Address Line 3 People matter, results count.

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