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System Security on Cloud
- 1. System Security on Cloud Tu Pham CTO @ DYNO
- 3. Current system > 10 000 users - 4 countries: US, UK, VN, Singapore - 1.3B user profiles - > 1B new raw data daily (~110 GB) - Hundred of jobs daily Images by ConnieZhou
- 4. Let’s compare: 10 TB - 45,813,058.125 book (200 pages of 240,000 characters) - 2,621,440 MP3 files (with 4MB average file size) - 3,495,250 MP3 files (with 3MB average file size) Images by ConnieZhou
- 5. From 2014, we bring success to hundreds of thousands online marketing campaigns based on our big data system.
- 7. Organize the world’s information and make it universally accessible and useful. Our mission is aligned with Google’s mission With Sundar Pichai - CEO of Google 2
- 8. Yes, We Can Power that User Identify Social User Modeling Social CRM Advertising Network Big Data System Data Mining
- 9. Our Partners
- 10. Our Clients
- 11. Real estate Ecommerce Beauty Fashion Food & Drinks Our Clients
- 12. Our Clients Education Co-working space Retail Finance Other vaytaichinh.info Vay Tiền Mặt
- 14. HOW TO PROTECT YOUR SYSTEM, PARTNERS & CUSTOMERS ?
- 15. Infrastructure Has Changed EARLY 2000’s MID 2000’s NOW Buying Hardware
- 16. Infrastructure Has Changed EARLY 2000’s MID 2000’s NOW Infrastructure As a ServiceBuying Hardware
- 19. Cybercrime Has Also Changed Single Actors EARLY 2000’s MID 2000’s NOW
- 20. Cybercrime Has AlsoChanged Single Actors Highly Organized Groups EARLY 2000’s MID 2000’s NOW
- 21. Cybercrime is Flourishing 508 is the average number of applications in an enterprise Evolution of AdversariesExpanding Attack Surfaces Overwhelmed Defenses 37% of US companies face 50,000+ alerts per month 390,000 new malicious programs every day with a viable ecosystem Forbes, 2014 FireEye, 2015 AV-TEST, 2016
- 22. Attack methods are evolving • Security risks -Perception of increased risk due to lack of control -Blind spots: no way to connect on-premise and cloud attacks -Increased threat surface -Tuning tools for relevant notifications Cloud Environment On Premise Environment Source: Alert Logic CSR 2016 42% 25% 19% 8% 4% 2% application-attack brute-force recon trojan-activity suspicious-activity denial-of-service 51% 22% 5% 3% 1% 18% brute-force trojan-activity suspicious-activity application-attack recon denial-of-service
- 23. Today’sAttacks Have Several Stages
- 24. Who is being targeted? BIG
- 25. Who is being targeted?And Small
- 26. SECURITY IN THE CLOUD
- 27. The Cloud Can be Secure “Public cloud workloads can be at least as secure as those in your own data center, likely better.” Neil McDonald – Gartner Security and Risk Management Summit London Sept 2015
- 28. Cloud has disrupted traditional security DEPLOYMENT & MANAGEMENT PERFORMANCE & OPERATIONS CUSTOMER APPLICATION REQUIREMENTS TRADITIONAL SECURITY CLOUD DRIVERS AGILITY & AUTOMATION HYPER-SCALABILITY PRIORITY: WEB APPLICATIONS SCALING CHOKEPOINTS POOR DETECTION OF WEB APP ATTACKS vs SLOW, COMPLEX CONFIGURATIONS vs vs
- 29. Challenges of being Secure in the Cloud SECURITY TOOLSARE Complicated to use Difficult to deploy Expensive to manage and tune HUMAN EXPERTISE IS Hard to find Harder to keep Very expensive THREAT INTELLIGENCE AND SECURITY CONTENT Gets stale quickly Requires specific know-how Validation required to avoid false positives
- 30. Cloud Security – NewApproach The Principles of security do not change but your Approach to security needs to change: • Security best practices are no different in the cloud • You need to apply the same security standards to cloud workloads as applied to on-premises • Understand the Shared Responsibility of Cloud Security
- 31. • Security Monitoring • Log Analysis • Vulnerability Scanning • Network Threat Detection • Security Monitoring • Secure Coding and Best Practices • Software and Virtual Patching • Configuration Management • Access Management (including multi- factor authentication) • Access Management • Configuration Hardening • Patch Management • TLS/SSL Encryption • Network Security Configuration • Web Application Firewall • Vulnerability Scanning • Application level attack monitoring • Hypervisor Management • System Image Library • Root Access for Customers • Managed Patching (PaaS, not IaaS) • Logical Network Segmentation • Perimeter Security Services • External DDOS, spoofing, and scanning monitored APPS CUSTOMER ALERT LOGICMICROSOFT VIRTUAL MACHINES NETWORKING INFRASTRUCTURE SERVICES Cloud Security is a Shared, but not Equal, Responsibility
- 32. YOU NEED ASOLUTION ?
- 33. We protect cloud workloads & web applications BLOCK COMPLY FULLY-MANAGED SECURITY, DELIVERED AS A SERVICE ASSESS DETECT • Full-stack security • Integrated analytics & experts • Built for cloud • Cost-effective outcomes Data Center Hosting
- 34. WebApp Attacks OWASP Top 10 Platform / Library Attacks System / Network Attacks Web Apps Server-side Apps App Frameworks Dev Platforms Server OS Hypervisor Databases Networking Cloud Management CLOUD INSIGHT Signatures & Rules Anomaly Detection Machine Learning Integrated value chain delivering full stack security, experts included • Threat Intelligence • Security Research • Data Science • Security Content • Security Operations Center ACTIVEWATCH DETECTION & PROTECTION Web Security Manager Log Manager Threat Manager ALL IN ONE DEFENDER
- 35. Which designed security for cloud and hybrid environments GET STARTED IN MINUTES MAINTAIN COVERAGE AT CLOUD SCALEKEEP PRODUCTION FLOWING with modular services that grow with you with integration to cloudAPIs and DevOps automation with auto-scaling support and out-of-band detection Single pane of glass for workload and application security across cloud, hosted & on-premises
- 36. Leaders 28 8 25 3 11 6 8 4 10 10 15 24 ThreatStack FortyCloud CloudCheckr CloudPassage Microsoft Palerra 5 Evident.io 5 JumpCloud Barricade Symantec Okta Intel Security Fortinet Cisco Chronicle Data Check Point Amazon Other Alert Logic A recognized securityleader PETER STEPHENSON SC Magazine review “…the depth and breadth of the offering’s analytics and threat management process goes beyond anything we’ve seen…” Who is your primary in-use vendor for Cloud Infrastructure Security? Who are the top vendors in consideration for Cloud Infrastructure Security? Alert Logic
- 37. BEST PRACTICE & TAKEAWAYS
- 38. 10 Cloud Security Best Practices 1. Secure your code 2. Create access management policies 3. Data Classification 4. Adopt a patch management approach 5. Review logs regularly 6. Build a security toolkit 7. Stay informed of the latest vulnerabilities that may affect you 8. Understand your cloud service providers security model 9. Understand the shared security responsibility 10. Know your adversaries
- 39. 10 Cloud Security Best Practices 1. Secure your code 2. Create access management policies 3. Data Classification 4. Adopt a patch management approach 5. Review logs regularly 6. Build a security toolkit 7. Stay informed of the latest vulnerabilities that may affect you 8. Understand your cloud service providers security model 9. Understand the shared security responsibility 10. Know your adversaries
- 40. Top 3 Takeaways 1. Cyber Crime is flourishing – Big and small companies 2. Security in the Cloud has similar overall principles but new complexity 3. You may need a full stack security vendor with experts included
- 41. Challenges at DYNO - Advertising Network • Things we have to do • Deliver right ad at right time for right people • Mining user information to help brands understand their audience • Build flexible ad targeting infrastructure • Analyze user behavior to improve ad relevancy at real time
- 42. Challenges at DYNO - User Profiling • The truth • 65 social network all around the world • 2B monthly active user from Facebook (300 PB data warehouse) • Unlimited data still offline • The problem: • How you know N account from Facebook, Google, Twitter, Linkedin, StackOverFlow, Github, … belong to one person or not ?
- 43. Challenges at DYNO - Image Processing • The problem • Detect board sets of objects (House, Car, Motorbike) • Find topical entities (Logo, Celebrity, New Event) • Face detection
- 44. Big Data Challenges At DYNO - Image Extraction • Things we have to do • Deliver right ad at right time for right people • Mining user information to help brands understand their audience • Build flexible ad targeting infrastructure • Analyze user behavior to improve ad relevancy at real time
- 45. We are hiring - Data Engineer Responsibilities - Designing and developing high-volume, low-latency applications for mission-critical systems and delivering high-availability and performance - Writing well designed, testable, efficient components for ETL system - Processing, cleansing, verifying the integrity of data Requirements - BS/MS degree in Computer Science, Engineering or a related subject - Language: Java, Python - Knowledge of API, Databases, Distributed system - (Plus) Data scraping experience - (Plus) Familiar with big data system (Volume, variety and velocity) - (Plus) Domain knowledge (E-commerce / Finance / Retail / Real estate / Advertising)
- 46. We are hiring - Data Scientist Responsibilities - Designing, mining, testing machine learning algorithms for delivering valued information from DYNO data warehouse. - Doing ad-hoc analytics and presenting results - Selecting features, building, optimizing algorithms Requirements - BS/MS degree in Computer Science, Engineering or a related subject - Good at machine learning algorithms - (Plus) Familiar with big data system (Volume, variety and velocity) - (Plus) Domain knowledge (E-commerce / Finance / Retail / Real estate / Advertising)
- 47. JOIN THE FLIGHT IO Extended 2017 Facebook: fb/pham.phuong.tu Twitter: @phamptu Slideshare: /phamphuongtu Email: tu@dyno.vn