SlideShare uma empresa Scribd logo

Visualization for Security

•
•
Raffael Marty
Raffael Marty

Vision is a human’s dominant sense. It is the communication channel with the highest bandwidth into the human brain. Security tools and applications need to make better use of information visualization to enhance human computer interactions and information exchange. In this talk we will explore a few basic principles of information visualization to see how they apply to cyber security. We will explore both visualization as a data presentation, as well as a data discovery tool. We will address questions like: What makes for effective visualizations? What are some core principles to follow when designing a dashboard? How do you go about visually exploring a terabyte of data? And what role do big data and data mining play in security visualization? The presentation is filled with visualizations of security data to help translate the theoretical concepts into tangible applications.

Internet
1 de 43
Baixar para ler offline
Raffael Marty, CEO Visualization for Security Blue Coat - Sunnyvale August, 2014
Security. Analytics. Insight.2 I am Raffy - I do Viz! IBM Research
Security. Analytics. Insight.3 What is Security Visualization? Treemap of a Firewall Log • if found(machine) • connect on port 135 • ping scan machines (echo requests) Showing MS Blaster:
Security. Analytics. Insight.4 Security Visualization Can Be Beautiful Part of Enron Email dataset sender recipient
Security. Analytics. Insight.5 Security Visualization - Sometimes Abstract Parallel Coordinates of an IDS log Can you find anything
 interesting?
Security. Analytics. Insight.6 Security Visualization One destinations is
 getting hammered! Parallel Coordinates of an IDS log
Security. Analytics. Insight.7 Security Visualization One destinations is
 getting hammered! ! Maybe a false positive?
Visualization
Security. Analytics. Insight.9 Basic Visualization Principles How many 9’s?
Security. Analytics. Insight.10 How Many Nines?
Security. Analytics. Insight.11 What Product has Highest Profit? And Which has Worst Sales?
Security. Analytics. Insight.12 Table Charts • The exact values are not important • Comparisons • Highlights
Security. Analytics. Insight.13 Show Context 42
Security. Analytics. Insight.14 Show Context 42 is just a number and means nothing without context
Security. Analytics. Insight.16 Use Numbers To Highlight Most Important Parts of Data Numbers Summaries
Security. Analytics. Insight.17 Visualization Creates Context Visualization Puts Numbers (Data) in Context!
Security. Analytics. Insight.18 Visualization To … Present / Communicate Discover / Explore
Data Presentation
Security. Analytics. Insight.20 • Show  comparisons, contrasts, differences • Show  causality, mechanism, explanation, systematic structure. • Show  multivariate data; that is, show more than 1 or 2 variables. ! by Edward Tufte Principals of Analytic Design
Security. Analytics. Insight.21 Comparison (to Normal) DNS Reflection • 1:100 Amplification with DNS zone transfer for ripe.net domain • 309Gbps for 28 minutes, 30956 open resolver IPs, 3 networks that allowed spoofing, 5-7 compromised servers  March 20, 2013
Security. Analytics. Insight.22 Causality / Explanation
Security. Analytics. Insight.23 Multi-Variate Data
Security. Analytics. Insight.24 Choosing Visualizations Objective AudienceData
25
Charts 26
Security. Analytics. Insight.27 More Advanced Graphs • Parallel Coordinates • Treemaps • Link Graphs • etc.
Security. Analytics. Insight.28 Additional information about objects, such as: • machine • roles • criticality • location • owner • … • user • roles • office location • … Add Context source destination machine and 
 user context machine role user role
Security. Analytics. Insight.29 Traffic Flow Analysis With Context
Security. Analytics. Insight.30 Intra-Role Anomaly - Random Order users time dc(machines)
Security. Analytics. Insight.31 Add Context - User Roles Administrator Sales Development Finance Admin???
Security. Analytics. Insight.32 http://www.scifiinterfaces.com/ • Black background • Blue or green colors • Glow Aesthetics Matter
Dashboards
Security. Analytics. Insight.34 • Audience, audience, audience! • Comprehensive Information (enough context) • Highlight important data • Use graphics when appropriate • Good choice of graphics and design • Aesthetically pleasing • Enough information to decide if action is necessary • No scrolling • Real-time vs. batch? (Refresh-rates) • Clear organization Dashboard Design Principles
Security. Analytics. Insight.35 Netflix Dashboard http://blog.fusioncharts.com/2014/04/how-netflix-plans-to-improve-its-operational-visibility-with-real-time-data-visualization/#more-7243
Security. Analytics. Insight.36
37 Data Discovery & Exploration
Security. Analytics. Insight.38 Visualize Me Lots (>1TB) of Data
Security. Analytics. Insight.39 Data Visualization Workflow Overview Zoom / Filter Details on Demand Principle by Ben Shneiderman
Security. Analytics. Insight.40 This visualization process requires: • Low latency, scalable backend (columnar, distributed data store) • Efficient client-server communications and caching • Assistance of data mining to • Reduce overall data to look at • Highlight relationships, patterns, and outliers • Assist analyst in focussing on ‘important’ areas Backend Support
Security. Analytics. Insight.41 What I am Working On Data Stores Analytics Forensics Models Admin 10.9.79.109 --> 3.16.204.150 10.8.24.80 --> 192.168.148.193 10.8.50.85 --> 192.168.148.193 10.8.48.128 --> 192.168.148.193 10.9.79.6 --> 192.168.148.193 10.9.79.6 10.8.48.128 80 53 8.8.8.8 127.0.0.1 Anomalies Decomposition Data Seasonal Trend Anomaly Details “Hunt” ExplainCommunicate
Security. Analytics. Insight.42 Visualization Principles • Use numbers to highlight most important data • Use visualizations to put data in context • Show comparisons, causality, and multivariate data • To find the right visualization, focus on: Objective, Data, Audience • Use data context to augment data and tell a story Visualization can be used for for presentation and/or exploration • Exploration paradigm: Overview first, zoom and filter, details on demand Recap
43 raffael.marty@pixlcloud.com http://slideshare.net/zrlram http://secviz.org and @secviz Further resources:

Recomendados

AI & ML in Cyber Security - Why Algorithms are Dangerous
AI & ML in Cyber Security - Why Algorithms are DangerousAI & ML in Cyber Security - Why Algorithms are Dangerous
AI & ML in Cyber Security - Why Algorithms are DangerousRaffael Marty
 
Delivering Security Insights with Data Analytics and Visualization
Delivering Security Insights with Data Analytics and VisualizationDelivering Security Insights with Data Analytics and Visualization
Delivering Security Insights with Data Analytics and VisualizationRaffael Marty
 
AI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't Changed
AI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't ChangedAI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't Changed
AI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't ChangedRaffael Marty
 
Cyber Threat Hunting Workshop
Cyber Threat Hunting WorkshopCyber Threat Hunting Workshop
Cyber Threat Hunting WorkshopDigit Oktavianto
 
Bilgi Güvenliğinde Sızma Testleri
Bilgi Güvenliğinde Sızma TestleriBilgi Güvenliğinde Sızma Testleri
Bilgi Güvenliğinde Sızma TestleriBGA Cyber Security
 
The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?Raffael Marty
 
AI and Cybersecurity - Food for Thought
AI and Cybersecurity - Food for ThoughtAI and Cybersecurity - Food for Thought
AI and Cybersecurity - Food for ThoughtNUS-ISS
 
“AI techniques in cyber-security applications”. Flammini lnu susec19
“AI techniques in cyber-security applications”. Flammini lnu susec19“AI techniques in cyber-security applications”. Flammini lnu susec19
“AI techniques in cyber-security applications”. Flammini lnu susec19Francesco Flammini
 

Recomendados

AI & ML in Cyber Security - Why Algorithms are Dangerous
AI & ML in Cyber Security - Why Algorithms are DangerousAI & ML in Cyber Security - Why Algorithms are Dangerous
AI & ML in Cyber Security - Why Algorithms are DangerousRaffael Marty
 
Delivering Security Insights with Data Analytics and Visualization
Delivering Security Insights with Data Analytics and VisualizationDelivering Security Insights with Data Analytics and Visualization
Delivering Security Insights with Data Analytics and VisualizationRaffael Marty
 
AI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't Changed
AI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't ChangedAI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't Changed
AI & ML in Cyber Security - Welcome Back to 1999 - Security Hasn't ChangedRaffael Marty
 
Cyber Threat Hunting Workshop
Cyber Threat Hunting WorkshopCyber Threat Hunting Workshop
Cyber Threat Hunting WorkshopDigit Oktavianto
 
Bilgi Güvenliğinde Sızma Testleri
Bilgi Güvenliğinde Sızma TestleriBilgi Güvenliğinde Sızma Testleri
Bilgi Güvenliğinde Sızma TestleriBGA Cyber Security
 
The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?Raffael Marty
 
AI and Cybersecurity - Food for Thought
AI and Cybersecurity - Food for ThoughtAI and Cybersecurity - Food for Thought
AI and Cybersecurity - Food for ThoughtNUS-ISS
 
“AI techniques in cyber-security applications”. Flammini lnu susec19
“AI techniques in cyber-security applications”. Flammini lnu susec19“AI techniques in cyber-security applications”. Flammini lnu susec19
“AI techniques in cyber-security applications”. Flammini lnu susec19Francesco Flammini
 
Threat Hunting with Splunk Hands-on
Threat Hunting with Splunk Hands-onThreat Hunting with Splunk Hands-on
Threat Hunting with Splunk Hands-onSplunk
 
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018 클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018 Amazon Web Services Korea
 
Siber Güvenlik ve Etik Hacking Sunu - 11
Siber Güvenlik ve Etik Hacking Sunu - 11Siber Güvenlik ve Etik Hacking Sunu - 11
Siber Güvenlik ve Etik Hacking Sunu - 11Murat KARA
 
Enterprise Security Architecture
Enterprise Security ArchitectureEnterprise Security Architecture
Enterprise Security ArchitectureKris Kimmerle
 
Threat Hunting Workshop
Threat Hunting WorkshopThreat Hunting Workshop
Threat Hunting WorkshopSplunk
 
Enterprise Security Architecture for Cyber Security
Enterprise Security Architecture for Cyber SecurityEnterprise Security Architecture for Cyber Security
Enterprise Security Architecture for Cyber SecurityThe Open Group SA
 
Osint
OsintOsint
OsintKamal Rathaur
 
Log Yönetimi ve Saldırı Analizi Eğitimi -1
Log Yönetimi ve Saldırı Analizi Eğitimi -1Log Yönetimi ve Saldırı Analizi Eğitimi -1
Log Yönetimi ve Saldırı Analizi Eğitimi -1BGA Cyber Security
 
Application of Machine Learning in Cybersecurity
Application of Machine Learning in CybersecurityApplication of Machine Learning in Cybersecurity
Application of Machine Learning in CybersecurityPratap Dangeti
 
DTS Solution - Building a SOC (Security Operations Center)
DTS Solution - Building a SOC (Security Operations Center)DTS Solution - Building a SOC (Security Operations Center)
DTS Solution - Building a SOC (Security Operations Center)Shah Sheikh
 
HOW AI CAN HELP IN CYBERSECURITY
HOW AI CAN HELP IN CYBERSECURITYHOW AI CAN HELP IN CYBERSECURITY
HOW AI CAN HELP IN CYBERSECURITYPriyanshu Ratnakar
 
Security operation center (SOC)
Security operation center (SOC)Security operation center (SOC)
Security operation center (SOC)Ahmed Ayman
 
Detecting-Preventing-Insider-Threat
Detecting-Preventing-Insider-ThreatDetecting-Preventing-Insider-Threat
Detecting-Preventing-Insider-ThreatMike Saunders
 
Cloud Security
Cloud SecurityCloud Security
Cloud SecurityAWS User Group Bengaluru
 
Application Threat Modeling
Application Threat ModelingApplication Threat Modeling
Application Threat ModelingPriyanka Aash
 
Intrusion detection
Intrusion detectionIntrusion detection
Intrusion detectionUmesh Dhital
 
IBM QRadar Security Intelligence Overview
IBM QRadar Security Intelligence OverviewIBM QRadar Security Intelligence Overview
IBM QRadar Security Intelligence OverviewCamilo Fandiño Gómez
 
Red Team vs. Blue Team
Red Team vs. Blue TeamRed Team vs. Blue Team
Red Team vs. Blue TeamEC-Council
 
Threat hunting for Beginners
Threat hunting for BeginnersThreat hunting for Beginners
Threat hunting for BeginnersSKMohamedKasim
 
SOC Architecture - Building the NextGen SOC
SOC Architecture - Building the NextGen SOCSOC Architecture - Building the NextGen SOC
SOC Architecture - Building the NextGen SOCPriyanka Aash
 
Visualization in the Age of Big Data
Visualization in the Age of Big DataVisualization in the Age of Big Data
Visualization in the Age of Big DataRaffael Marty
 
Big Data Visualization
Big Data VisualizationBig Data Visualization
Big Data VisualizationRaffael Marty
 

Mais conteúdo relacionado

Mais procurados

Threat Hunting with Splunk Hands-on
Threat Hunting with Splunk Hands-onThreat Hunting with Splunk Hands-on
Threat Hunting with Splunk Hands-onSplunk
 
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018 클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018 Amazon Web Services Korea
 
Siber Güvenlik ve Etik Hacking Sunu - 11
Siber Güvenlik ve Etik Hacking Sunu - 11Siber Güvenlik ve Etik Hacking Sunu - 11
Siber Güvenlik ve Etik Hacking Sunu - 11Murat KARA
 
Enterprise Security Architecture
Enterprise Security ArchitectureEnterprise Security Architecture
Enterprise Security ArchitectureKris Kimmerle
 
Threat Hunting Workshop
Threat Hunting WorkshopThreat Hunting Workshop
Threat Hunting WorkshopSplunk
 
Enterprise Security Architecture for Cyber Security
Enterprise Security Architecture for Cyber SecurityEnterprise Security Architecture for Cyber Security
Enterprise Security Architecture for Cyber SecurityThe Open Group SA
 
Log Yönetimi ve Saldırı Analizi Eğitimi -1
Log Yönetimi ve Saldırı Analizi Eğitimi -1Log Yönetimi ve Saldırı Analizi Eğitimi -1
Log Yönetimi ve Saldırı Analizi Eğitimi -1BGA Cyber Security
 
Application of Machine Learning in Cybersecurity
Application of Machine Learning in CybersecurityApplication of Machine Learning in Cybersecurity
Application of Machine Learning in CybersecurityPratap Dangeti
 
DTS Solution - Building a SOC (Security Operations Center)
DTS Solution - Building a SOC (Security Operations Center)DTS Solution - Building a SOC (Security Operations Center)
DTS Solution - Building a SOC (Security Operations Center)Shah Sheikh
 
HOW AI CAN HELP IN CYBERSECURITY
HOW AI CAN HELP IN CYBERSECURITYHOW AI CAN HELP IN CYBERSECURITY
HOW AI CAN HELP IN CYBERSECURITYPriyanshu Ratnakar
 
Security operation center (SOC)
Security operation center (SOC)Security operation center (SOC)
Security operation center (SOC)Ahmed Ayman
 
Detecting-Preventing-Insider-Threat
Detecting-Preventing-Insider-ThreatDetecting-Preventing-Insider-Threat
Detecting-Preventing-Insider-ThreatMike Saunders
 
Application Threat Modeling
Application Threat ModelingApplication Threat Modeling
Application Threat ModelingPriyanka Aash
 
Intrusion detection
Intrusion detectionIntrusion detection
Intrusion detectionUmesh Dhital
 
IBM QRadar Security Intelligence Overview
IBM QRadar Security Intelligence OverviewIBM QRadar Security Intelligence Overview
IBM QRadar Security Intelligence OverviewCamilo Fandiño Gómez
 
Red Team vs. Blue Team
Red Team vs. Blue TeamRed Team vs. Blue Team
Red Team vs. Blue TeamEC-Council
 
Threat hunting for Beginners
Threat hunting for BeginnersThreat hunting for Beginners
Threat hunting for BeginnersSKMohamedKasim
 
SOC Architecture - Building the NextGen SOC
SOC Architecture - Building the NextGen SOCSOC Architecture - Building the NextGen SOC
SOC Architecture - Building the NextGen SOCPriyanka Aash
 

Mais procurados (20)

Threat Hunting with Splunk Hands-on
Threat Hunting with Splunk Hands-onThreat Hunting with Splunk Hands-on
Threat Hunting with Splunk Hands-on
 
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018 클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018
클라우드 보안 위협에 가장 현명한 대처 ‘안랩 클라우드 보안 서비::김준호::AWS Summit Seoul 2018
 
Siber Güvenlik ve Etik Hacking Sunu - 11
Siber Güvenlik ve Etik Hacking Sunu - 11Siber Güvenlik ve Etik Hacking Sunu - 11
Siber Güvenlik ve Etik Hacking Sunu - 11
 
Enterprise Security Architecture
Enterprise Security ArchitectureEnterprise Security Architecture
Enterprise Security Architecture
 
Threat Hunting Workshop
Threat Hunting WorkshopThreat Hunting Workshop
Threat Hunting Workshop
 
Enterprise Security Architecture for Cyber Security
Enterprise Security Architecture for Cyber SecurityEnterprise Security Architecture for Cyber Security
Enterprise Security Architecture for Cyber Security
 
Osint
OsintOsint
Osint
 
Log Yönetimi ve Saldırı Analizi Eğitimi -1
Log Yönetimi ve Saldırı Analizi Eğitimi -1Log Yönetimi ve Saldırı Analizi Eğitimi -1
Log Yönetimi ve Saldırı Analizi Eğitimi -1
 
Application of Machine Learning in Cybersecurity
Application of Machine Learning in CybersecurityApplication of Machine Learning in Cybersecurity
Application of Machine Learning in Cybersecurity
 
DTS Solution - Building a SOC (Security Operations Center)
DTS Solution - Building a SOC (Security Operations Center)DTS Solution - Building a SOC (Security Operations Center)
DTS Solution - Building a SOC (Security Operations Center)
 
HOW AI CAN HELP IN CYBERSECURITY
HOW AI CAN HELP IN CYBERSECURITYHOW AI CAN HELP IN CYBERSECURITY
HOW AI CAN HELP IN CYBERSECURITY
 
Security operation center (SOC)
Security operation center (SOC)Security operation center (SOC)
Security operation center (SOC)
 
Detecting-Preventing-Insider-Threat
Detecting-Preventing-Insider-ThreatDetecting-Preventing-Insider-Threat
Detecting-Preventing-Insider-Threat
 
Cloud Security
Cloud SecurityCloud Security
Cloud Security
 
Application Threat Modeling
Application Threat ModelingApplication Threat Modeling
Application Threat Modeling
 
Intrusion detection
Intrusion detectionIntrusion detection
Intrusion detection
 
IBM QRadar Security Intelligence Overview
IBM QRadar Security Intelligence OverviewIBM QRadar Security Intelligence Overview
IBM QRadar Security Intelligence Overview
 
Red Team vs. Blue Team
Red Team vs. Blue TeamRed Team vs. Blue Team
Red Team vs. Blue Team
 
Threat hunting for Beginners
Threat hunting for BeginnersThreat hunting for Beginners
Threat hunting for Beginners
 
SOC Architecture - Building the NextGen SOC
SOC Architecture - Building the NextGen SOCSOC Architecture - Building the NextGen SOC
SOC Architecture - Building the NextGen SOC
 

Semelhante a Visualization for Security

Visualization in the Age of Big Data
Visualization in the Age of Big DataVisualization in the Age of Big Data
Visualization in the Age of Big DataRaffael Marty
 
Big Data Visualization
Big Data VisualizationBig Data Visualization
Big Data VisualizationRaffael Marty
 
The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?Raffael Marty
 
"Threat Model Every Story": Practical Continuous Threat Modeling Work for You...
"Threat Model Every Story": Practical Continuous Threat Modeling Work for You..."Threat Model Every Story": Practical Continuous Threat Modeling Work for You...
"Threat Model Every Story": Practical Continuous Threat Modeling Work for You...Izar Tarandach
 
Software Analytics: Data Analytics for Software Engineering and Security
Software Analytics: Data Analytics for Software Engineering and SecuritySoftware Analytics: Data Analytics for Software Engineering and Security
Software Analytics: Data Analytics for Software Engineering and SecurityTao Xie
 
AI on Spark for Malware Analysis and Anomalous Threat Detection
AI on Spark for Malware Analysis and Anomalous Threat DetectionAI on Spark for Malware Analysis and Anomalous Threat Detection
AI on Spark for Malware Analysis and Anomalous Threat DetectionDatabricks
 
Quality engineering in a world with AI and IoT
Quality engineering in a world with AI and IoTQuality engineering in a world with AI and IoT
Quality engineering in a world with AI and IoTSTePINForum
 
Software Analytics: Towards Software Mining that Matters (2014)
Software Analytics: Towards Software Mining that Matters (2014)Software Analytics: Towards Software Mining that Matters (2014)
Software Analytics: Towards Software Mining that Matters (2014)Tao Xie
 
Splunk for Enterprise Security featuring UBA Breakout Session
Splunk for Enterprise Security featuring UBA Breakout SessionSplunk for Enterprise Security featuring UBA Breakout Session
Splunk for Enterprise Security featuring UBA Breakout SessionSplunk
 
[WSO2Con EU 2017] Deriving Insights for Your Digital Business with Analytics
[WSO2Con EU 2017] Deriving Insights for Your Digital Business with Analytics[WSO2Con EU 2017] Deriving Insights for Your Digital Business with Analytics
[WSO2Con EU 2017] Deriving Insights for Your Digital Business with AnalyticsWSO2
 
Ten security product categories you've (probably) never heard of
Ten security product categories you've (probably) never heard ofTen security product categories you've (probably) never heard of
Ten security product categories you've (probably) never heard ofAdrian Sanabria
 
BSides Vienna 2015
BSides Vienna 2015BSides Vienna 2015
BSides Vienna 2015Daniel Liber
 
TechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - Trivadis
TechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - TrivadisTechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - Trivadis
TechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - TrivadisTrivadis
 
Defcon 22-wesley-mc grew-instrumenting-point-of-sale-malware
Defcon 22-wesley-mc grew-instrumenting-point-of-sale-malwareDefcon 22-wesley-mc grew-instrumenting-point-of-sale-malware
Defcon 22-wesley-mc grew-instrumenting-point-of-sale-malwareDaveEdwards12
 
How to build observability into a serverless application
How to build observability into a serverless applicationHow to build observability into a serverless application
How to build observability into a serverless applicationYan Cui
 
CyberSecurity Portfolio Management
CyberSecurity Portfolio ManagementCyberSecurity Portfolio Management
CyberSecurity Portfolio ManagementPriyanka Aash
 
Webinar: Scaling MongoDB
Webinar: Scaling MongoDBWebinar: Scaling MongoDB
Webinar: Scaling MongoDBMongoDB
 
Bridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudBridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudInside Analysis
 
Azure Operation Management Suite - security and compliance
Azure Operation Management Suite - security and complianceAzure Operation Management Suite - security and compliance
Azure Operation Management Suite - security and complianceAsaf Nakash
 
DATA MINING TOOL- ORANGE
DATA MINING TOOL- ORANGEDATA MINING TOOL- ORANGE
DATA MINING TOOL- ORANGENeeraj Goswami
 

Semelhante a Visualization for Security (20)

Visualization in the Age of Big Data
Visualization in the Age of Big DataVisualization in the Age of Big Data
Visualization in the Age of Big Data
 
Big Data Visualization
Big Data VisualizationBig Data Visualization
Big Data Visualization
 
The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?The Heatmap
 - Why is Security Visualization so Hard?
The Heatmap
 - Why is Security Visualization so Hard?
 
"Threat Model Every Story": Practical Continuous Threat Modeling Work for You...
"Threat Model Every Story": Practical Continuous Threat Modeling Work for You..."Threat Model Every Story": Practical Continuous Threat Modeling Work for You...
"Threat Model Every Story": Practical Continuous Threat Modeling Work for You...
 
Software Analytics: Data Analytics for Software Engineering and Security
Software Analytics: Data Analytics for Software Engineering and SecuritySoftware Analytics: Data Analytics for Software Engineering and Security
Software Analytics: Data Analytics for Software Engineering and Security
 
AI on Spark for Malware Analysis and Anomalous Threat Detection
AI on Spark for Malware Analysis and Anomalous Threat DetectionAI on Spark for Malware Analysis and Anomalous Threat Detection
AI on Spark for Malware Analysis and Anomalous Threat Detection
 
Quality engineering in a world with AI and IoT
Quality engineering in a world with AI and IoTQuality engineering in a world with AI and IoT
Quality engineering in a world with AI and IoT
 
Software Analytics: Towards Software Mining that Matters (2014)
Software Analytics: Towards Software Mining that Matters (2014)Software Analytics: Towards Software Mining that Matters (2014)
Software Analytics: Towards Software Mining that Matters (2014)
 
Splunk for Enterprise Security featuring UBA Breakout Session
Splunk for Enterprise Security featuring UBA Breakout SessionSplunk for Enterprise Security featuring UBA Breakout Session
Splunk for Enterprise Security featuring UBA Breakout Session
 
[WSO2Con EU 2017] Deriving Insights for Your Digital Business with Analytics
[WSO2Con EU 2017] Deriving Insights for Your Digital Business with Analytics[WSO2Con EU 2017] Deriving Insights for Your Digital Business with Analytics
[WSO2Con EU 2017] Deriving Insights for Your Digital Business with Analytics
 
Ten security product categories you've (probably) never heard of
Ten security product categories you've (probably) never heard ofTen security product categories you've (probably) never heard of
Ten security product categories you've (probably) never heard of
 
BSides Vienna 2015
BSides Vienna 2015BSides Vienna 2015
BSides Vienna 2015
 
TechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - Trivadis
TechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - TrivadisTechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - Trivadis
TechEvent 2019: Artificial Intelligence in Dev & Ops; Martin Luckow - Trivadis
 
Defcon 22-wesley-mc grew-instrumenting-point-of-sale-malware
Defcon 22-wesley-mc grew-instrumenting-point-of-sale-malwareDefcon 22-wesley-mc grew-instrumenting-point-of-sale-malware
Defcon 22-wesley-mc grew-instrumenting-point-of-sale-malware
 
How to build observability into a serverless application
How to build observability into a serverless applicationHow to build observability into a serverless application
How to build observability into a serverless application
 
CyberSecurity Portfolio Management
CyberSecurity Portfolio ManagementCyberSecurity Portfolio Management
CyberSecurity Portfolio Management
 
Webinar: Scaling MongoDB
Webinar: Scaling MongoDBWebinar: Scaling MongoDB
Webinar: Scaling MongoDB
 
Bridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the CloudBridging the Gap: Analyzing Data in and Below the Cloud
Bridging the Gap: Analyzing Data in and Below the Cloud
 
Azure Operation Management Suite - security and compliance
Azure Operation Management Suite - security and complianceAzure Operation Management Suite - security and compliance
Azure Operation Management Suite - security and compliance
 
DATA MINING TOOL- ORANGE
DATA MINING TOOL- ORANGEDATA MINING TOOL- ORANGE
DATA MINING TOOL- ORANGE
 

Mais de Raffael Marty

Exploring the Defender's Advantage
Exploring the Defender's AdvantageExploring the Defender's Advantage
Exploring the Defender's AdvantageRaffael Marty
 
Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...
Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...
Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...Raffael Marty
 
How To Drive Value with Security Data
How To Drive Value with Security DataHow To Drive Value with Security Data
How To Drive Value with Security DataRaffael Marty
 
Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?
Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?
Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?Raffael Marty
 
Artificial Intelligence – Time Bomb or The Promised Land?
Artificial Intelligence – Time Bomb or The Promised Land?Artificial Intelligence – Time Bomb or The Promised Land?
Artificial Intelligence – Time Bomb or The Promised Land?Raffael Marty
 
Understanding the "Intelligence" in AI
Understanding the "Intelligence" in AIUnderstanding the "Intelligence" in AI
Understanding the "Intelligence" in AIRaffael Marty
 
AI & ML in Cyber Security - Why Algorithms Are Dangerous
AI & ML in Cyber Security - Why Algorithms Are DangerousAI & ML in Cyber Security - Why Algorithms Are Dangerous
AI & ML in Cyber Security - Why Algorithms Are DangerousRaffael Marty
 
Security Insights at Scale
Security Insights at ScaleSecurity Insights at Scale
Security Insights at ScaleRaffael Marty
 
Creating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & VisualizationCreating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & VisualizationRaffael Marty
 
Creating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & VisualizationCreating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & VisualizationRaffael Marty
 
Workshop: Big Data Visualization for Security
Workshop: Big Data Visualization for SecurityWorkshop: Big Data Visualization for Security
Workshop: Big Data Visualization for SecurityRaffael Marty
 
DAVIX - Data Analysis and Visualization Linux
DAVIX - Data Analysis and Visualization LinuxDAVIX - Data Analysis and Visualization Linux
DAVIX - Data Analysis and Visualization LinuxRaffael Marty
 
Cloud - Security - Big Data
Cloud - Security - Big DataCloud - Security - Big Data
Cloud - Security - Big DataRaffael Marty
 
Cyber Security – How Visual Analytics Unlock Insight
Cyber Security – How Visual Analytics Unlock InsightCyber Security – How Visual Analytics Unlock Insight
Cyber Security – How Visual Analytics Unlock InsightRaffael Marty
 
Supercharging Visualization with Data Mining
Supercharging Visualization with Data MiningSupercharging Visualization with Data Mining
Supercharging Visualization with Data MiningRaffael Marty
 
Security Visualization - Let's Take A Step Back
Security Visualization - Let's Take A Step BackSecurity Visualization - Let's Take A Step Back
Security Visualization - Let's Take A Step BackRaffael Marty
 
Visual Analytics and Security Intelligence
Visual Analytics and Security IntelligenceVisual Analytics and Security Intelligence
Visual Analytics and Security IntelligenceRaffael Marty
 
RSA 2006 - Visual Security Event Analysis
RSA 2006 - Visual Security Event AnalysisRSA 2006 - Visual Security Event Analysis
RSA 2006 - Visual Security Event AnalysisRaffael Marty
 

Mais de Raffael Marty (20)

Exploring the Defender's Advantage
Exploring the Defender's AdvantageExploring the Defender's Advantage
Exploring the Defender's Advantage
 
Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...
Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...
Extended Detection and Response (XDR) An Overhyped Product Category With Ulti...
 
How To Drive Value with Security Data
How To Drive Value with Security DataHow To Drive Value with Security Data
How To Drive Value with Security Data
 
Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?
Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?
Cyber Security Beyond 2020 – Will We Learn From Our Mistakes?
 
Artificial Intelligence – Time Bomb or The Promised Land?
Artificial Intelligence – Time Bomb or The Promised Land?Artificial Intelligence – Time Bomb or The Promised Land?
Artificial Intelligence – Time Bomb or The Promised Land?
 
Understanding the "Intelligence" in AI
Understanding the "Intelligence" in AIUnderstanding the "Intelligence" in AI
Understanding the "Intelligence" in AI
 
Security Chat 5.0
Security Chat 5.0Security Chat 5.0
Security Chat 5.0
 
AI & ML in Cyber Security - Why Algorithms Are Dangerous
AI & ML in Cyber Security - Why Algorithms Are DangerousAI & ML in Cyber Security - Why Algorithms Are Dangerous
AI & ML in Cyber Security - Why Algorithms Are Dangerous
 
Security Insights at Scale
Security Insights at ScaleSecurity Insights at Scale
Security Insights at Scale
 
Creating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & VisualizationCreating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & Visualization
 
Creating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & VisualizationCreating Your Own Threat Intel Through Hunting & Visualization
Creating Your Own Threat Intel Through Hunting & Visualization
 
Workshop: Big Data Visualization for Security
Workshop: Big Data Visualization for SecurityWorkshop: Big Data Visualization for Security
Workshop: Big Data Visualization for Security
 
DAVIX - Data Analysis and Visualization Linux
DAVIX - Data Analysis and Visualization LinuxDAVIX - Data Analysis and Visualization Linux
DAVIX - Data Analysis and Visualization Linux
 
Cloud - Security - Big Data
Cloud - Security - Big DataCloud - Security - Big Data
Cloud - Security - Big Data
 
Cyber Security – How Visual Analytics Unlock Insight
Cyber Security – How Visual Analytics Unlock InsightCyber Security – How Visual Analytics Unlock Insight
Cyber Security – How Visual Analytics Unlock Insight
 
AfterGlow
AfterGlowAfterGlow
AfterGlow
 
Supercharging Visualization with Data Mining
Supercharging Visualization with Data MiningSupercharging Visualization with Data Mining
Supercharging Visualization with Data Mining
 
Security Visualization - Let's Take A Step Back
Security Visualization - Let's Take A Step BackSecurity Visualization - Let's Take A Step Back
Security Visualization - Let's Take A Step Back
 
Visual Analytics and Security Intelligence
Visual Analytics and Security IntelligenceVisual Analytics and Security Intelligence
Visual Analytics and Security Intelligence
 
RSA 2006 - Visual Security Event Analysis
RSA 2006 - Visual Security Event AnalysisRSA 2006 - Visual Security Event Analysis
RSA 2006 - Visual Security Event Analysis
 

Último

Trump Diapers Over Dems t shirts Sweatshirt
Trump Diapers Over Dems t shirts SweatshirtTrump Diapers Over Dems t shirts Sweatshirt
Trump Diapers Over Dems t shirts Sweatshirtrahman018755
 
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445ruhi
 
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...SUHANI PANDEY
 
"Boost Your Digital Presence: Partner with a Leading SEO Agency"
"Boost Your Digital Presence: Partner with a Leading SEO Agency""Boost Your Digital Presence: Partner with a Leading SEO Agency"
"Boost Your Digital Presence: Partner with a Leading SEO Agency"growthgrids
 
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...APNIC
 
Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...
Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...
Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...SUHANI PANDEY
 
Real Men Wear Diapers T Shirts sweatshirt
Real Men Wear Diapers T Shirts sweatshirtReal Men Wear Diapers T Shirts sweatshirt
Real Men Wear Diapers T Shirts sweatshirtrahman018755
 
20240510 QFM016 Irresponsible AI Reading List April 2024.pdf
20240510 QFM016 Irresponsible AI Reading List April 2024.pdf20240510 QFM016 Irresponsible AI Reading List April 2024.pdf
20240510 QFM016 Irresponsible AI Reading List April 2024.pdfMatthew Sinclair
 
Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...
Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...
Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...SUHANI PANDEY
 
pdfcoffee.com_business-ethics-q3m7-pdf-free.pdf
pdfcoffee.com_business-ethics-q3m7-pdf-free.pdfpdfcoffee.com_business-ethics-q3m7-pdf-free.pdf
pdfcoffee.com_business-ethics-q3m7-pdf-free.pdfJOHNBEBONYAP1
 
VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...
VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...
VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...SUHANI PANDEY
 
APNIC Updates presented by Paul Wilson at ARIN 53
APNIC Updates presented by Paul Wilson at ARIN 53APNIC Updates presented by Paul Wilson at ARIN 53
APNIC Updates presented by Paul Wilson at ARIN 53APNIC
 
Microsoft Azure Arc Customer Deck Microsoft
Microsoft Azure Arc Customer Deck MicrosoftMicrosoft Azure Arc Customer Deck Microsoft
Microsoft Azure Arc Customer Deck MicrosoftAanSulistiyo
 
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableSeo
 
Story Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr
Story Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrStory Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr
Story Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrHenryBriggs2
 
𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...
𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...
𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...Neha Pandey
 
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort ServiceBusty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort ServiceDelhi Call girls
 
Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...
Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...
Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...SUHANI PANDEY
 

Último (20)

Trump Diapers Over Dems t shirts Sweatshirt
Trump Diapers Over Dems t shirts SweatshirtTrump Diapers Over Dems t shirts Sweatshirt
Trump Diapers Over Dems t shirts Sweatshirt
 
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
All Time Service Available Call Girls Mg Road 👌 ⏭️ 6378878445
 
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
Ganeshkhind ! Call Girls Pune - 450+ Call Girl Cash Payment 8005736733 Neha T...
 
Thalassery Escorts Service ☎️ 6378878445 ( Sakshi Sinha ) High Profile Call G...
Thalassery Escorts Service ☎️ 6378878445 ( Sakshi Sinha ) High Profile Call G...Thalassery Escorts Service ☎️ 6378878445 ( Sakshi Sinha ) High Profile Call G...
Thalassery Escorts Service ☎️ 6378878445 ( Sakshi Sinha ) High Profile Call G...
 
"Boost Your Digital Presence: Partner with a Leading SEO Agency"
"Boost Your Digital Presence: Partner with a Leading SEO Agency""Boost Your Digital Presence: Partner with a Leading SEO Agency"
"Boost Your Digital Presence: Partner with a Leading SEO Agency"
 
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...
 
Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...
Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...
Pirangut | Call Girls Pune Phone No 8005736733 Elite Escort Service Available...
 
Real Men Wear Diapers T Shirts sweatshirt
Real Men Wear Diapers T Shirts sweatshirtReal Men Wear Diapers T Shirts sweatshirt
Real Men Wear Diapers T Shirts sweatshirt
 
20240510 QFM016 Irresponsible AI Reading List April 2024.pdf
20240510 QFM016 Irresponsible AI Reading List April 2024.pdf20240510 QFM016 Irresponsible AI Reading List April 2024.pdf
20240510 QFM016 Irresponsible AI Reading List April 2024.pdf
 
Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...
Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...
Wagholi & High Class Call Girls Pune Neha 8005736733 | 100% Gennuine High Cla...
 
pdfcoffee.com_business-ethics-q3m7-pdf-free.pdf
pdfcoffee.com_business-ethics-q3m7-pdf-free.pdfpdfcoffee.com_business-ethics-q3m7-pdf-free.pdf
pdfcoffee.com_business-ethics-q3m7-pdf-free.pdf
 
VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...
VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...
VVIP Pune Call Girls Sinhagad WhatSapp Number 8005736733 With Elite Staff And...
 
6.High Profile Call Girls In Punjab +919053900678 Punjab Call GirlHigh Profil...
6.High Profile Call Girls In Punjab +919053900678 Punjab Call GirlHigh Profil...6.High Profile Call Girls In Punjab +919053900678 Punjab Call GirlHigh Profil...
6.High Profile Call Girls In Punjab +919053900678 Punjab Call GirlHigh Profil...
 
APNIC Updates presented by Paul Wilson at ARIN 53
APNIC Updates presented by Paul Wilson at ARIN 53APNIC Updates presented by Paul Wilson at ARIN 53
APNIC Updates presented by Paul Wilson at ARIN 53
 
Microsoft Azure Arc Customer Deck Microsoft
Microsoft Azure Arc Customer Deck MicrosoftMicrosoft Azure Arc Customer Deck Microsoft
Microsoft Azure Arc Customer Deck Microsoft
 
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 98765-12871 Top Class Call Girl Service Available
 
Story Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr
Story Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrStory Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr
Story Board.pptxrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrrr
 
𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...
𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...
𓀤Call On 7877925207 𓀤 Ahmedguda Call Girls Hot Model With Sexy Bhabi Ready Fo...
 
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort ServiceBusty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
Busty Desi⚡Call Girls in Vasundhara Ghaziabad >༒8448380779 Escort Service
 
Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...
Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...
Shikrapur - Call Girls in Pune Neha 8005736733 | 100% Gennuine High Class Ind...
 

Visualization for Security