Threat intelligence at the cloud

•

1 like•548 views

One of the biggest challenges of security teams is the ability to analyze the over whelming amount of security incidents that take place inside or outside of their organization. Threat intelligence is a powerful tool that by providing analyzed and actionable insights may help with solving part of that challenge. In this presentation we will show the unique power of threat intelligence utilizing cloud networks and present several case studies that find and correlate those malicious needles into insightful and actionable intelligence.

Data & Analytics

Threat Intelligence
At The Cloud
Or Katz - Principal Security Researcher
Ezra Caltum - Senior Security Researcher

©2015 AKAMAI | FASTER FORWARDTM
Hide and Seek

©2015 AKAMAI | FASTER FORWARDTM
Hide and Seek
Akamai Cloud
The Playground? Who is Hiding?
Who is Seeking? The Goal of the Game?
Threat Actors
Find malicious activity and
create actionable threat
intelligence

©2015 AKAMAI | FASTER FORWARDTM
Hide: Threat Actors

©2015 AKAMAI | FASTER FORWARDTM
Seek: Akamai Threat Research Team
Akamai’s State of The Internet Report
Research Publication
Thought Leadership

©2015 AKAMAI | FASTER FORWARDTM
The Platform
•  167,000+ Servers
•  750+ Cities
•  92 Countries
The Data
•  2 trillion hits per day
•  260+ terabytes of
compressed daily
logs
Playground: Akamai’s Content Delivery Network (CDN)
Data
Centers
End User

©2015 AKAMAI | FASTER FORWARDTM
The Goal: Threat Intelligence
Highlights of threat intelligence:
•  New insights
•  Forecast future threats
•  Digested output
•  Actionable
According to Gartner:
“Threat intelligence is evidence-based knowledge, including context,
mechanisms, indicators, implications and actionable advice, about an existing or
emerging menace or hazard”

©2015 AKAMAI | FASTER FORWARDTM
Why Threat Intelligence At the Cloud?
Volume, Velocity and Variety
Leading to better:
• visibility to threat landscape
• Insights
• Future threats forecasting
• Security level

©2015 AKAMAI | FASTER FORWARDTM
Case Study – Slow & Low
Customer: “Some of the Web site
accounts had been taken over, I
suspect that it was a brute force
attack”

©2015 AKAMAI | FASTER FORWARDTM
Web Brute Force
Also known as: Password guessing attack
User: Ezra
Password: 123456
Brute Forcer
Web Application

©2015 AKAMAI | FASTER FORWARDTM
Brute Force - Common vs. Advanced
Common
•  Attack method – Brute force flood
•  Attacking resources – single/few
•  Detection technique – Noisy logs
•  Protection - Rate control
Advanced
•  Attack method – Brute force slow and low
•  Attacking resources – multiple/Botnet
•  Detection technique – ?
•  Protection - ?

©2015 AKAMAI | FASTER FORWARDTM
Slow & Low – On Site Threat Intelligence
Step 1 (on-site)
Analyzing each IP address
activity per Web application
Step 2 (on-site)
Analyzing aggregated Web
application login attempts per
hour
Resource Application
5 ~ 12 login attempts per hour ~50 login attempts per hour

©2015 AKAMAI | FASTER FORWARDTM
Slow and Low – At Cloud
Step 3 (cloud)
Tracking brute forcer across the cloud!
Monitoring all IP addresses activity on all targeted Web application
1.  Each Botnet member target 100 ~ 300 Web applications
2.  Botnet execute ~10,000 login attempts per hour over Cloud
network
3.  Botnet is running over the same virtual hosting service provider
4.  The Botnet was active at least few months before detected
BINGO

©2015 AKAMAI | FASTER FORWARDTM
On-site vs. Cloud
On-Site Cloud

©2015 AKAMAI | FASTER FORWARDTM
Brute Force Botnet

©2015 AKAMAI | FASTER FORWARDTM
Brute Force by Industry Segment

©2015 AKAMAI | FASTER FORWARDTM
Actionable Insight
•  Tactical controls - Block any login attempts initiated from detected Botnet
•  Strategic controls - Adjust security control brute force rate mitigations
•  GEO intelligence - Restrict GEO login
•  Present threat Intel. - Detection based on cross targeted correlation
•  Future threat Intel. - Forecasting based on industry intelligence

©2015 AKAMAI | FASTER FORWARDTM
Summary
•  Cloud platform can yield unique actionable threat intelligence
•  Cloud threat intelligence introduce the ability to use cross targets, cross
industry and evasive techniques in order to produce unique threat
intelligence
•  Using gaming techniques while at work is fun!
•  When you are 195cm tall it is hard to find good hiding places

©2015 AKAMAI | FASTER FORWARDTM
Ezra Caltum - @aCaltum
Or Katz - @or_katz

What's hot

Centurylink - Acceleration and securing modern applications!

Regis Allen

Yonatan Klein, Director of Product Management (AlgoSec) While your network extended beyond the confines of the physical data center and you started using Software Defined Networks (SDN) such as Cisco ACI, managing security policies within your hybrid estate is complex. Each part of your network estate is managed in its own independent silo instead of being holistically managed. Learn how to unify, consolidate and automate your entire network security policy management including both the Cisco ACI SDN fabric and elements outside the SDN fabric. In this webinar, Yonatan Klein, Director of Product Management at AlgoSec, explains how to centralize your security policy management throughout your network and the unique challenges required to manage an SDN fabric, such as Cisco ACI, in order get the most out of your entire network. He covers how to: - Proactively assess risk throughout your network, including Cisco ACI contracts, and recommend the necessary changes to eliminate misconfigurations and compliance violations - Gain full visibility and unify security policy management of your entire hybrid network estate, simulate traffic routes and security policy for ACI and other network devices - Manage traffic change requests in a holistic manner, including automatically pushing security policy changes to Cisco ACI by creating contracts and filters to enforce data center whitelist policy; as well as identifying and provisioning changes to firewalls both within the ACI fabric as well as other network security controls that are on-premises and in the cloud

Cisco ACI & Hybrid Networks - Breaking Down Silos with Central Policy Management

AlgoSec

Cisco IT and ThousandEyes

ThousandEyes

Time is not on your side when managing security for a global enterprise and facing down a relentless barrage of cyber attacks. So when confronted with multiple suspect alerts flagged by your SIEM solution, you need a way to easily sift through and identify the attacks that will most likely impact key business processes – and quickly take action. Presented by renowned industry expert Prof. Avishai Wool, this new webinar will cover security best practices for introducing business context into your organization’s incident response processes, and prioritizing and automating remediation efforts accordingly. This insight will give you the intelligence you need to reduce the time and cost of mitigating cyber attacks by orders of magnitude. In this webinar Professor Wool will cover how to: - Augment incident triage with critical business context to assess the severity, risk and potential business impact of an attack - Prioritize incident remediation efforts based on business risk - Neutralize impacted systems through zero-touch automation - Limit the lateral movement of an attacker in, out and across your network - Keep all stakeholders involved in the remediation process to reduce disruption to the business

Tying cyber attacks to business processes, for faster mitigation

Maytal Levi

Many organizations are exerting top-down pressure to examine cloud and as-a-service models in general. To the IT managers and administrators in the data center, losing control of your data and/or applications can be a scary thing. There is also a complex web of fiscal and technical items that must be considered. In this presentation, we will help you build a base understanding of the three core as-a-service models. We will then go on to discuss what we see working with our customers in the real world; these are opportunities that can offload some of the drudgery in your data center, while at the same time demonstrating to your organization that you are embracing the cloud. This presentation provides an in depth discussion surround the pros and cons of moving applications, and or infrastructure over to cloud and managed services.

Pros and Cons of Moving to Cloud and Managed Services

Eagle Technologies

Dynatrace Cloud-Native Workshop Slides

VMware Tanzu

Amazon CloudWatch RUM for monitoring applications’ client-side performance

Dhaval Soni

Rethinking Security: The Cloud Infrastructure Effect

CloudPassage

Data centers are dynamic creatures of rapid change. Virtualization, micro-services, containers, software-defined solutions—there are so many IT components being adopted and enhanced every single day. And, frankly, the complexity of these technologies make it extremely difficult to digest and analyze issues, and, ultimately, avoid service disruptions. Identifying issues through layers of abstraction delays resolution and costs your team, your clients, and your business time, money and credibility. So how do you avoid service disruptions, and, when issues do arise, expedite root cause analysis without missing something important? Join us for our webinar Unlock the Intelligent Data Center with VMware & Zenoss, where we’ll show you an abundance of options for agentless network support, faster MTTR, and how to make your data center intelligent.

Unlock the Intelligent Data Center with VMware & Zenoss

Zenoss

Today’s enterprises are continuously evolving to support new applications, business transformation initiatives such as cloud and SDN, as well as fend off new and more sophisticated cyber-attacks on a daily basis. But security and network staff are struggling to keep up – which not only impacts business agility, but exposes your enterprise to risk and hampers its ability to address the modern threat landscape. Many professionals believe that they need latest and greatest new tools to address these challenges. But what if you already have what you need, up and running in your organization: your security policy management solution? Today’s security policy management solutions do a far more than automate traditional change management tasks. In this technical webinar, Edy Almer, VP of Products at AlgoSec will highlight 5 key security management challenges facing enterprise organizations today, and will explain how AlgoSec’s solution can help you manage security, reduce risk and respond to incidents, while maximizing business agility and ensuring compliance across your disparate, ever-changing, hybrid networks. In this technical webinar Edy will focus on: • Managing security policies end-to-end across public and private cloud including Microsoft Azure, Amazon Web Services AWS, Cisco ACI and VMWare NSX • Mapping security vulnerabilities to their applications to assess and prioritize risk • Enable SOC engineers to tie cyber-attacks to business processes • Migrating Firewall policies between firewall brands • Performing a fully automated, zero-touch security policy change

5 things you didnt know you could do with security policy management

AlgoSec

Technologies You Need to Safely Use the Cloud

CloudPassage

Today's fast paced business application deployments and changes require IT, networking and security to be more agile than ever before. Yet this agility often comes at the expense of security, control and accuracy. When facing a barrage of cyber-attacks this is not an option. In this new technical webinar, Anner Kushnir, VP of Technology at AlgoSec will explain how to address these contradicting requirements, and eliminate the tension between the two, through a unique zero-touch approach to security policy management. In this webinar Anner will present: • The challenges and requirements for zero-touch security policy automation • How automation can support business agility while maintaining checks and balances • Defining a policy for pre-approved "more of the same" low risk changes • Handling exceptions, risks and escalation • Maintaining a full audit trail for compliance audits • Tracking SLAs and further fine-tuning business agility

Security Change Management: Agility vs. Control

AlgoSec

“The only thing constant is change” dates back to 500 BC, but it has never rung more true when it comes to managing your network security policy. Bombarded by an onslaught of changes resulting from new applications, emerging threats and network re-architectures, security professionals struggle with manual processes as they sift through hundreds and often thousands of firewall rules and access lists. The result: slow response to business requests, and costly mistakes that cause outages and introduce risk. This presentation covers: · Common risks to avoid when making changes to your network security devices · How to better understand business requirements from the network security perspective · How to accelerate change requests and ensure security and compliance using automation

Shift Happens: Eliminating the Risks of Network Security Policy Changes

AlgoSec

2021 01-13 reducing risk-of_ransomware

AlgoSec

Enterprise-sanctioned application deployments on Infrastructure as a Service (IaaS) cloud platforms are fast becoming a reality. But while IaaS’s flexibility and cost-savings benefits are important, its success as a business solution hinges on its security. Presented by the renowned industry expert Dr. Avishai Wool, this technical webinar covers security best practices for the Amazon Web Services (AWS) IaaS, including: * The AWS firewall: what is it, how it differs from traditional firewalls, how it works, and tips for how to use it based on your business and technical needs * AWS Security Groups: understanding them, recommendations for how to structure Security Groups to gain visibility and control of security polices effectively * Integrating AWS into your enterprise data center: recommendations for setup, organization and configuration considerations on AWS * Auditing and compliance: tools and techniques for tracking security policies across the hybrid data center

AWS Security Fundamentals: Dos and Don’ts

AlgoSec

IoT - Software Updates Via Akamai Over the Air Services

Akamai Developers & Admins

Securing Traditional Workloads on AWS

Tim Feng

NetScout nGeniusONE overview

BAKOTECH

Migrating to the cloud is more than moving your workloads. There are some critical questions you need to be asking at each step—from how your app performance improved (or didn’t), to what the user experience looks like before, during, and after the move. Knowing the right questions to ask—and then answering them with the right data—is essential to succeed in your migration. No matter what stage of the journey or what type of migration path you’re on—whether it’s “lift and shift” or completely re-architecting—there will be valuable insights you can put to use right away in your own initiative.

Technical Webinar with AWS - Everything You Need to Measure in Your Migration

New Relic

AWS re:Invent 2016: Introduction to AWS IoT in the Cloud (IOT204)

Amazon Web Services

What's hot (20)

Centurylink - Acceleration and securing modern applications!

Cisco ACI & Hybrid Networks - Breaking Down Silos with Central Policy Management

Cisco IT and ThousandEyes

Tying cyber attacks to business processes, for faster mitigation

Pros and Cons of Moving to Cloud and Managed Services

Dynatrace Cloud-Native Workshop Slides

Amazon CloudWatch RUM for monitoring applications’ client-side performance

Rethinking Security: The Cloud Infrastructure Effect

Unlock the Intelligent Data Center with VMware & Zenoss

5 things you didnt know you could do with security policy management

Technologies You Need to Safely Use the Cloud

Security Change Management: Agility vs. Control

Shift Happens: Eliminating the Risks of Network Security Policy Changes

2021 01-13 reducing risk-of_ransomware

AWS Security Fundamentals: Dos and Don’ts

IoT - Software Updates Via Akamai Over the Air Services

Securing Traditional Workloads on AWS

NetScout nGeniusONE overview

Technical Webinar with AWS - Everything You Need to Measure in Your Migration

AWS re:Invent 2016: Introduction to AWS IoT in the Cloud (IOT204)

Viewers also liked

Marama 3

PAOLA GIAROLI

Mapas conceptuales de solci thieroldt ♥

Solcita123

Media Platforms Emerge: 2004 onward - The rise of Embeddability

Nick Kellet

Hack In The Box (Dubai) 04172008

guesta84549

Musicas cifradas bossa nova samba 01

Elvis Live

Ingless

PAOLA GIAROLI

Neo-noir: The Dark Side of Creative Writing

Michael Forman (Author/Photographer)

Infosys

Santosh Laladiya

1960s shortened

Krista Leh

God Is Holy

William Harris

Zombies, Run! Transforming Fitness, Games & Story

Adrian Hon

In today’s modern workforce, providing social media training is no longer a nice-to-have — it’s a vital element of brands’ employee engagement and social media strategies. For this presentation, Nolan Carleton, leader of AT&T’s Social Circle Employee Advocacy program, discusses how AT&T trained thousands of employee advocates to consume and share brand and relevant industry content. You'll learn: - The power Employee Advocacy has to engage the modern workforce - Real training examples and results from AT&T’s Employee Advocacy program - The steps to training your employee advocates today - What results you can expect after the first 30, 90 and 180 days

Train a Social Workforce: How AT&T Trained Thousands of Employee Advocates

SocialChorus

Blue ocean strategy 3

Daniel

Chris Stanley, Virtusa, discusses some of the issues surrounding information in a business and in particular, the impact that Big Data is having. You can here the whole of Chris's Presentation in an audio recording in an edition of the Six Minute Strategist Podcast at http://jbdcolley.com/virtusa. Claim your Free Six Minute Strategist Six Minute Audit at http://jbdcolley.com If you would like to discuss with me how we can assist your business, please email me at john.colley@iafcapital.com or call me on my UK cell phone +44 7813 672 612

Are you listening to your data? Chris Stanley Virtusa

John Colley

Verilog-HDL Tutorial (6)

Hiroki Nakahara

Work wants to be social (talk at Web 2 Expo 2010)

Rashmi Sinha

Outline of How to Publish a Book

Guy Kawasaki

QUEST/SmarterMeasure Learning Readiness Indicator Lunch & Learn Webinar Series

SmarterServices Owen

Graeme Johnson, Virgin Media This session will provide talent acquisition leaders with a refreshingly honest assessment of how one of the UK’s most in demand employers were failing on candidate experience, and losing customers as a result. Graeme will explain also how Virgin Media then put a $ value on candidate experience by presenting an undisputable business case for positive change. At Virgin Media, this work has led to a mind-set shift in the entire organisation including becoming friends with the CFO, and put their TA function on the map! Find out how you can do the same. Check out the best of Talent Connect: http://bit.ly/2e5ojNe

How we calculated the $ value of candidate experience and transformed the per...

LinkedIn Talent Solutions

This thesis proposes to help analyzing the characteristics of the heterogeneous social networks that emerge from the use of web-based social applications, with an original contribution that leverages Social Network Analysis with Semantic Web frameworks. Social Network Analysis (SNA) proposes graph algorithms to characterize the structure of a social network and its strategic positions. Semantic Web frameworks allow representing and exchanging knowledge across web applications with a rich typed graph model (RDF), a query language (SPARQL) and schema definition frameworks (RDFS and OWL). In this thesis, we merge both models in order to go beyond the mining of the flat link structure of social graphs by integrating a semantic processing of the network typing and the emerging knowledge of online activities. In particular we investigate how (1) to bring online social data to ontology-based representations, (2) to conduct a social network analysis that takes advantage of the rich semantics of such representations, and (3) to semantically detect and label communities of online social networks and social tagging activities.

Ph.D. defense: semantic social network analysis

guillaume ereteo

Viewers also liked (20)

Marama 3

Mapas conceptuales de solci thieroldt ♥

Media Platforms Emerge: 2004 onward - The rise of Embeddability

Hack In The Box (Dubai) 04172008

Musicas cifradas bossa nova samba 01

Ingless

Neo-noir: The Dark Side of Creative Writing

Infosys

1960s shortened

God Is Holy

Zombies, Run! Transforming Fitness, Games & Story

Train a Social Workforce: How AT&T Trained Thousands of Employee Advocates

Blue ocean strategy 3

Are you listening to your data? Chris Stanley Virtusa

Verilog-HDL Tutorial (6)

Work wants to be social (talk at Web 2 Expo 2010)

Outline of How to Publish a Book

QUEST/SmarterMeasure Learning Readiness Indicator Lunch & Learn Webinar Series

How we calculated the $ value of candidate experience and transformed the per...

Ph.D. defense: semantic social network analysis

Similar to Threat intelligence at the cloud

State of the Internet: Mirai, IOT and History of Botnets

Rahul Neel Mani

As web application attacks turn into massive campaigns against large corporations across the globe, web application firewall data increases exponentially, leaving security experts with a big data mess to analyze. Pinpointing real attacks in a sea of security event noise becomes an almost impossible tedious task. In this presentation, we will unveil a unique platform for collecting, analyzing and distilling Petabytes of WAF security intelligence information. Using the collected data, we will discuss the OWASP ModSecurity Core Rule Set project's accuracy, and reveal common attack trends, as well as our impressions and suggestions for how to wisely make the best out of the CRS project. See Or Katz and Tsvika Klein's Edge Presentation: http://www.akamai.com/html/custconf/edgetv-security.html#big-data-intel The Akamai Edge Conference is a gathering of the industry revolutionaries who are committed to creating leading edge experiences, realizing the full potential of what is possible in a Faster Forward World. From customer innovation stories, industry panels, technical labs, partner and government forums to Web security and developers' tracks, there’s something for everyone at Edge 2013. Learn more at http://www.akamai.com/edge

Big Data Intelligence - Or Katz, Akamai and Tsvika Klein, Akamai

Akamai Technologies

El perímetro es la próxima frontera de la innovación empresarial. Es el lugar donde los usuarios se conectan, experimentan la vida digital, conviven nubes, dispositivos y enormes secuencias de datos. Akamai es el perímetro. Su plataforma perimetral inteligente distribuida de manera global llega a todas partes, desde la empresa hasta la nube, lo que permite a sus clientes y a sus negocios ser rápidos, inteligentes y seguros. Mantienen las decisiones, aplicaciones y experiencias más cerca de los usuarios, así como, los ataques y las amenazas a raya. Lo invitamos a conocer la cartera de soluciones de seguridad perimetral, rendimiento web y móvil, y soluciones OTT de Akamai. DIRIGIDO: Gerentes de TI, Oficiales de Seguridad (CISO), Gerentes o Jefes de Seguridad y Riesgos, y similares

DESAYUNO DE TRABAJO AKAMAI

Cristian Garcia G.

Akamai in a hyperconnected world

magda3695

Akamai in a hyperconnected world

magda3695

Akamai runs a network of 150.000 servers distributed among 2.000 locations in 92 countries. It’s constantly outputting Terabits per second, accounting for between 15 and 30% of the Internet’s WWW traffic. Talk will cover the principles of operation of Akamai’s Inteligent Platform, aspects of monitoring and managing consistent configuration on such scale. Speaker will share interesting technical details and general ideas behind the scalability and performance of the Akamai network. Paweł Kuśmierski - Pawel Kusmierski is a Senior Engineer and Lead of Akamai’s System Operations in Krakow, Poland. He’s responsible for operational oversight of Internet Mapping and Distributed Storage systems. In the past he interned at Google’s Mountain View office as a Software Engineer. He lives with his wife and three year old son in Krakow. Occasionally he finds time to fly sailplanes and build electronic devices.

Atmosphere 2014: Helping the Internet to scale since 1998 - Paweł Kuśmierski

PROIDEA

The Akamai Security Portfolio

Elisabeth Bitsch-Christensen

The connected world around us is evolving at a breath taking pace. Some people refer to it as the Internet of Things, others call it The Internet of Everything or the “hyperconnected world.” Whatever you choose to call it, we are becoming a world in which billions of people, tens of billions of machines, and countless petabytes of information are all interlinked and in which instantaneous and intelligent access becomes the expectation. In this presentation, Akamai CEO and co-founder Dr. Leighton outlines four Grand Challenges created as a result of the massive quantities of video moving online, the rising movement of online transactions and media to mobile devices, an ever-increasing frequency and sophistication of security attacks and the rapid migration of enterprise applications to the cloud.

Tom uk soti_final_without video.4.21.15

Liz Bradley

Holiday Retail Readiness: Preparing For Peak

G3 Communications

Beyond S3 Buckets - Effective Countermeasures for Emerging Cloud Threats

SBWebinars

2015 akamai ir_summit_show_file_v6_unanimated

noellefaris

James Kretchmar – CTO EMEA, Akamai Technologies Inc. James Kretchmar is CTO for Akamai’s Europe, Middle East & Africa region and is responsible for technical strategy across the region. Previously he served as Chair of Akamai’s Architecture Board, responsible for review and oversight of technical designs for Akamai’s globally distributed intelligent platform, as well as providing company-wide technical guidance. Mr. Kretchmar came to Akamai from MIT in 2004 and during his tenure has also served as Architect for Akamai’s Mapping and Network Management systems. He is a published author on Network Administration and speaks several European Languages. Topic of Presentation: How Akamai scales to serve the largest events on the Internet Language: English Abstract: Scaling to meet the ever increasing demands of users in a world of more and heavier on-line content is always a challenge but at Akamai, serving at scale means delivering enormous events like the Olympic Games and the FIFA World Cup to a massive worldwide audience. Akamai’s highly distributed platform of 150,000 servers located in 92 countries around the world is critical to effectively delivering events of this magnitude but the physical deployment is only half of the story. The true key to serving with good performance at massive scale is in the intelligent algorithms that drive the platform. In this talk hear James Kretchmar, CTO EMEA, discuss how the design of the Akamai Intelligent Platform enables a fast, reliable and secure online experience for the largest events on the Internet.

PLNOG 13: James Kretchmar: How Akamai scales to serve the largest events on t...

PROIDEA

How to Counter Cybersecurity Attacks - Trust No One

Elisabeth Bitsch-Christensen

Zero trust in a hybrid architecture

Hybrid IT Europe

Bitglass Webinar - A Primer on CASBs and Cloud Security

Bitglass

Jeroen Wijdogen (Akamai) | TU - Hacks & Attacks

Media Perspectives

Join Akamai Security Engineering for an overview of our WAF rule process. Starting with the OWASP rule set, learn how Akamai incorporates our experience and security intelligence to improve core rules and create new rules. We'll explore how teams create further customized rules for individual application patching and close the loop, bringing these rules back through engineering to be normalized and delivered as common rules. Will include a view into how we're changing our process to take advantage of new security intelligence capabilities. See John Dilley's Edge Presentation: http://www.akamai.com/html/custconf/edgetv-security.html#closing-the-loop The Akamai Edge Conference is a gathering of the industry revolutionaries who are committed to creating leading edge experiences, realizing the full potential of what is possible in a Faster Forward World. From customer innovation stories, industry panels, technical labs, partner and government forums to Web security and developers' tracks, there’s something for everyone at Edge 2013. Learn more at http://www.akamai.com/edge

Closing the Loop on Web Application Vulnerabilities - John Dilley, Akamai

Akamai Technologies

See Dr. Tom Leighton's Edge Presentation: http://www.akamai.com/html/custconf/edgetv.html#tom-leighton The Akamai Edge Conference is a gathering of the industry revolutionaries who are committed to creating leading edge experiences, realizing the full potential of what is possible in a Faster Forward World. From customer innovation stories, industry panels, technical labs, partner and government forums to Web security and developers' tracks, there's something for everyone at Edge 2013. Learn more at http://www.akamai.com/edge

Great Expectations - Dr. Tom Leighton, Akamai

Akamai Technologies

Visibility and Automation for Enhanced Security

patmisasi

SACON - Incident Response Automation & Orchestration (Amit Modi)

Priyanka Aash

Similar to Threat intelligence at the cloud (20)

State of the Internet: Mirai, IOT and History of Botnets

Big Data Intelligence - Or Katz, Akamai and Tsvika Klein, Akamai

DESAYUNO DE TRABAJO AKAMAI

Akamai in a hyperconnected world

Atmosphere 2014: Helping the Internet to scale since 1998 - Paweł Kuśmierski

The Akamai Security Portfolio

Tom uk soti_final_without video.4.21.15

Holiday Retail Readiness: Preparing For Peak

Beyond S3 Buckets - Effective Countermeasures for Emerging Cloud Threats

2015 akamai ir_summit_show_file_v6_unanimated

PLNOG 13: James Kretchmar: How Akamai scales to serve the largest events on t...

How to Counter Cybersecurity Attacks - Trust No One

Zero trust in a hybrid architecture

Bitglass Webinar - A Primer on CASBs and Cloud Security

Jeroen Wijdogen (Akamai) | TU - Hacks & Attacks

Closing the Loop on Web Application Vulnerabilities - John Dilley, Akamai

Great Expectations - Dr. Tom Leighton, Akamai

Visibility and Automation for Enhanced Security

SACON - Incident Response Automation & Orchestration (Amit Modi)

Recently uploaded

Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore Escorts Service Booking Contact Details :- WhatsApp Chat :- +91-7737669865 2-May-2024(SMW) Call Girls In Model Towh Bangalore +91-7737669865 !! Best Woman Seeking Man Call Girls Service, Escorts Service in Home Hotel in Bangalore NCR 24 Hours Available Service Call Girls, Contact Us +91-7737669865 (Any Time. Any Where) Call Girls in Bangalore, Noida, Gurgaon, Ghaziabad,Sexy Indian Female Escorts Service Bangalore NCRWelcome To Bangalore Escorts Service – An All Over New Bangalore Very Sexy Hot Call Girls Agency Service Escorts In South BangaloreNCRBangalore’s No. 1 High Profile Independent Female Escorts Service. We Provide Good Quality Educated Profile At Very Regnebal Price 100% Safe And Original.We Are Provide Escorts Service All OYO Hotels ,3*,4*,5* Star Hotel And Home Flat, Apartment. Guest-House. Services In -Call And Out – Call Both Are Services Available. 24Hrs. Any Time Any Where. In All Over Bangalore Noida Gurgaon Ghaziabad Faridabad.More Information And Contact Profile Real Pic Visit Our Website City Wise Escorts Service Agency.Good Looking Cheap And Best Models Girls U Can Get Best Click On Link……Night Call Girls Now In Hotel Le Meridien Gurgaon Near Female Escort One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7737669865 We are available 24*7 all days of the year. Call us — 7737669865 Thank you for Visiting.

Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...

amitlee9823

Anomaly detection and data imputation within time series

Paris Women in Machine Learning and Data Science

April 2024 - Crypto Market Report's Analysis

manisha194592

Sampling (random) method and Non random.ppt

Dr. Soumendra Kumar Patra

FESE Capital Markets Fact Sheet 2024 Q1.pdf

MarinCaroMartnezBerg

Saudi Arabia [ Abortion pills) Jeddah/riaydh/dammam/+966572737505☎️] cytotec tablets uses abortion pills 💊💊 How effective is the abortion pill? 💊💊 +966572737505) "Abortion pills in Jeddah" how to get cytotec tablets in Riyadh " Abortion pills in dammam*💊💊 The abortion pill is very effective. If you’re taking mifepristone and misoprostol, it depends on how far along the pregnancy is, and how many doses of medicine you take:💊💊 +966572737505) how to buy cytotec pills At 8 weeks pregnant or less, it works about 94-98% of the time. +966572737505[ 💊💊💊 At 8-9 weeks pregnant, it works about 94-96% of the time. +966572737505) At 9-10 weeks pregnant, it works about 91-93% of the time. +966572737505)💊💊 If you take an extra dose of misoprostol, it works about 99% of the time. At 10-11 weeks pregnant, it works about 87% of the time. +966572737505) If you take an extra dose of misoprostol, it works about 98% of the time. In general, taking both mifepristone and+966572737505 misoprostol works a bit better than taking misoprostol only. +966572737505 Taking misoprostol alone works to end the+966572737505 pregnancy about 85-95% of the time — depending on how far along the+966572737505 pregnancy is and how you take the medicine. +966572737505 The abortion pill usually works, but if it doesn’t, you can take more medicine or have an in-clinic abortion. +966572737505 When can I take the abortion pill?+966572737505 In general, you can have a medication abortion up to 77 days (11 weeks)+966572737505 after the first day of your last period. If it’s been 78 days or more since the first day of your last+966572737505 period, you can have an in-clinic abortion to end your pregnancy.+966572737505 Why do people choose the abortion pill? Which kind of abortion you choose all depends on your personal+966572737505 preference and situation. With+966572737505 medication+966572737505 abortion, some people like that you don’t need to have a procedure in a doctor’s office. You can have your medication abortion on your own+966572737505 schedule, at home or in another comfortable place that you choose.+966572737505 You get to decide who you want to be with during your abortion, or you can go it alone. Because+966572737505 medication abortion is similar to a miscarriage, many people feel like it’s more “natural” and less invasive. And some+966572737505 people may not have an in-clinic abortion provider close by, so abortion pills are more available to+966572737505 them. +966572737505 Your doctor, nurse, or health center staff can help you decide which kind of abortion is best for you. +966572737505 More questions from patients: Saudi Arabia+966572737505 CYTOTEC Misoprostol Tablets. Misoprostol is a medication that can prevent stomach ulcers if you also take NSAID medications. It reduces the amount of acid in your stomach, which protects your stomach lining. The brand name of this medication is Cytotec®.+966573737505) Unwanted Kit is a combination of two medici

Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec

Abortion pills in Riyadh +966572737505 get cytotec

Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure

Pooja Nehwal

Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (Bangalore) Booking Contact Details :- WhatsApp Chat :- +91-7737669865 2-May-2024(SMW) Call Girls In Model Towh Bangalore +91-7737669865 !! Best Woman Seeking Man Call Girls Service, Escorts Service in Home Hotel in Bangalore NCR 24 Hours Available Service Call Girls, Contact Us +91-7737669865 (Any Time. Any Where) Call Girls in Bangalore, Noida, Gurgaon, Ghaziabad,Sexy Indian Female Escorts Service Bangalore NCRWelcome To Bangalore Escorts Service – An All Over New Bangalore Very Sexy Hot Call Girls Agency Service Escorts In South BangaloreNCRBangalore’s No. 1 High Profile Independent Female Escorts Service. We Provide Good Quality Educated Profile At Very Regnebal Price 100% Safe And Original.We Are Provide Escorts Service All OYO Hotels ,3*,4*,5* Star Hotel And Home Flat, Apartment. Guest-House. Services In -Call And Out – Call Both Are Services Available. 24Hrs. Any Time Any Where. In All Over Bangalore Noida Gurgaon Ghaziabad Faridabad.More Information And Contact Profile Real Pic Visit Our Website City Wise Escorts Service Agency.Good Looking Cheap And Best Models Girls U Can Get Best Click On Link……Night Call Girls Now In Hotel Le Meridien Gurgaon Near Female Escort One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7737669865 We are available 24*7 all days of the year. Call us — 7737669865 Thank you for Visiting.

Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...

amitlee9823

Invezz.com - Grow your wealth with trading signals

Invezz1

Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore Booking Contact Details :- WhatsApp Chat :- +91-7737669865 2-May-2024(SMW) Call Girls In Model Towh Bangalore +91-7737669865 !! Best Woman Seeking Man Call Girls Service, Escorts Service in Home Hotel in Bangalore NCR 24 Hours Available Service Call Girls, Contact Us +91-7737669865 (Any Time. Any Where) Call Girls in Bangalore, Noida, Gurgaon, Ghaziabad,Sexy Indian Female Escorts Service Bangalore NCRWelcome To Bangalore Escorts Service – An All Over New Bangalore Very Sexy Hot Call Girls Agency Service Escorts In South BangaloreNCRBangalore’s No. 1 High Profile Independent Female Escorts Service. We Provide Good Quality Educated Profile At Very Regnebal Price 100% Safe And Original.We Are Provide Escorts Service All OYO Hotels ,3*,4*,5* Star Hotel And Home Flat, Apartment. Guest-House. Services In -Call And Out – Call Both Are Services Available. 24Hrs. Any Time Any Where. In All Over Bangalore Noida Gurgaon Ghaziabad Faridabad.More Information And Contact Profile Real Pic Visit Our Website City Wise Escorts Service Agency.Good Looking Cheap And Best Models Girls U Can Get Best Click On Link……Night Call Girls Now In Hotel Le Meridien Gurgaon Near Female Escort One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7737669865 We are available 24*7 all days of the year. Call us — 7737669865 Thank you for Visiting.

Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...

amitlee9823

Klinik_ Apotek Onlin 085657271886 Solusi Menggugurkan Masalah Kehamilan Anda Jual Obat Aborsi Asli KLINIK ABORSI TERPEECAYA _ Jual Obat Aborsi Cytotec Misoprostol Asli 100% Ampuh Hanya 3 Jam Langsung Gugur || OBAT PENGGUGUR KANDUNGAN AMPUH MANJUR OBAT ABORSI OLINE" APOTIK Jual Obat Cytotec, Gastrul, Gynecoside Asli Ampuh. JUAL ” Obat Aborsi Tuntas | Obat Aborsi Manjur | Obat Aborsi Ampuh | Obat Penggugur Janin | Obat Pencegah Kehamilan | Obat Pelancar Haid | Obat terlambat Bulan | Ciri Obat Aborsi Asli | Obat Telat Bulan | Pil Aborsi Asli | Cara Menggugurkan Konten | Cara Aborsi Tuntas | Harga Obat Aborsi Asli | Pil Aborsi | Jual Obat Aborsi Cytotec | Cara Aborsi Sendiri | Cara Aborsi Usia 1 Bulan | Cara Aborsi Usia 2 Tahun | Cara Aborsi Usia 3 Bulan | Obat Aborsi Usia 4 Bulan | Cara Abrasi Usia 5 Bulan | Cara Menggugurkan Konten | Kandungan Obat Penggugur | Cara Menghitung Usia Konten | Cara Mengatasi Terlambat Bulan | Penjual Obat Aborsi Asli | Obat Aborsi Garansi | Kandungan Obat Peluntur | Obat Telat Datang Bulan | Obat Telat Haid | Obat Aborsi Paling Murah | Klinik Jual Obat Aborsi | Jual Pil Cytotec | Apotik Jual Obat Aborsi | Kandungan Dokter Abrasi | Cara Aborsi Cepat | Jual Obat Aborsi Bergaransi | Jual Obat Cytotec Asli | Obat Aborsi Aman Manjur | Obat Misoprostol Cytotec Asli. "APA ITU ABORSI" “Aborsi Adalah dengan membendung hormon yang di perlukan untuk mempertahankan kehamilan yaitu hormon progesteron, karena hormon ini dibendung, maka jalur kehamilan mulai membuka dan leher rahim menjadi melunak,sehingga mengeluarkan darah yang merupakan tanda bahwa obat telah bekerja || maksimal 1 jam obat diminum || PENJELASAN OBAT ABORSI USIA 1 _7 BULAN Pada usia kandungan ini, pasien akan merasakan sakit yang sedikit tidak berlebihan || sekitar 1 jam ||. namun hanya akan terjadi pada saatdarah keluar merupakan pertanda menstruasi. Hal ini dikarenakan pada usiakandungan 3 bulan,janin sudah terbentuk sebesar kepalan tangan orang dewasa. Cara kerja obat aborsi : JUAL OBAT ABORSI AMPUH dosis 3 bulan secara umum sama dengan cara kerja || DOSIS OBAT ABORSI 2 bulan”, hanya berbedanya selain mengisolasijanin juga menghancurkan janin dengan formula methotrexate dikandungdidalamnya. Formula methotrexate ini sangat ampuh untuk menghancurkan janinmenjadi serpihan-serpihan kecil akan sangat berguna pada saat dikeluarkan nanti. APA ALASAN WANITA MELAKUKAN ABORSI? Aborsi di lakukan wanita hamil baik yang sudah menikah maupun belum menikah dengan berbagai alasan , akan tetapi alasan yang utama adalah alasan-alasan non medis (termasuk aborsi sendiri / di sengaja/ buatan] MELAYANI PEMESANAN OBAT ABORSI SETIAP HARI, SIAP KIRIM KESELURUH KOTA BESAR DI INDONESIA DAN LUAR NEGERI. HUBUNGI PEMESANAN LEBIH NYAMAN VIA WA/: 085657271886

Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...

ZurliaSoop

ELKO dropshipping via API with DroFx.pptx

olyaivanovalion

Capstone Project on IBM Data Analytics Program

MoniSankarHazra

Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand Booking Contact Details :- WhatsApp Chat :- +91-7737669865 Call Girls In Model Towh +91-7737669865 !! Best Woman Seeking Man Call Girls Service, Escorts Service in Home Hotel in NCR 24 Hours Available Service Call Girls, Contact Us +91-7737669865 (Any Time. Any Where) Call Girls in , Noida, Gurgaon, Ghaziabad,Sexy Indian Female Escorts Service NCRWelcome To Escorts Service – An All Over New Very Sexy Hot Call Girls Agency Service Escorts In South NCR’s No. 1 High Profile Independent Female Escorts Service. We Provide Good Quality Educated Profile At #K09 Very Regnebal Price 100% Safe And Original.We Are Provide Escorts Service All OYO Hotels ,3*,4*,5* Star Hotel And Home Flat, Apartment. Guest-House. Services In -Call And Out – Call Both Are Services Available. 24Hrs. Any Time Any Where. In All Over Noida Gurgaon Ghaziabad Faridabad.More Information And Contact Profile Real Pic Visit Our Website City Wise Escorts Service Agency.Good Looking Cheap And Best Models Girls U Can Get Best Click On Link……Night Call Girls Now In Hotel Le Meridien Gurgaon Near Female Escort One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7737669865 We are available 24*7 all days of the year. Call us — 7737669865 Thank you for Visiting.

Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand

amitlee9823

Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore Booking Contact Details :- WhatsApp Chat :- +91-7737669865 2-May-2024(SMW) Call Girls In Model Towh Bangalore +91-7737669865 !! Best Woman Seeking Man Call Girls Service, Escorts Service in Home Hotel in Bangalore NCR 24 Hours Available Service Call Girls, Contact Us +91-7737669865 (Any Time. Any Where) Call Girls in Bangalore, Noida, Gurgaon, Ghaziabad,Sexy Indian Female Escorts Service Bangalore NCRWelcome To Bangalore Escorts Service – An All Over New Bangalore Very Sexy Hot Call Girls Agency Service Escorts In South BangaloreNCRBangalore’s No. 1 High Profile Independent Female Escorts Service. We Provide Good Quality Educated Profile At Very Regnebal Price 100% Safe And Original.We Are Provide Escorts Service All OYO Hotels ,3*,4*,5* Star Hotel And Home Flat, Apartment. Guest-House. Services In -Call And Out – Call Both Are Services Available. 24Hrs. Any Time Any Where. In All Over Bangalore Noida Gurgaon Ghaziabad Faridabad.More Information And Contact Profile Real Pic Visit Our Website City Wise Escorts Service Agency.Good Looking Cheap And Best Models Girls U Can Get Best Click On Link……Night Call Girls Now In Hotel Le Meridien Gurgaon Near Female Escort One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7737669865 We are available 24*7 all days of the year. Call us — 7737669865 Thank you for Visiting.

Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore

amitlee9823

Mature dropshipping via API with DroFx.pptx

olyaivanovalion

(Vivek)Call Us, 8448380779,Call girls in Delhi NCr – We Offer best in class call girls. escort Service At Affordable Price At low Rate with Space Night 8000 We Are One Of The Oldest Escort and Call girls Agencies in Delhi. You Will Find That Our Female Escorts Are Full Of Fun, Sexy And They Would Love Enjoy Your Company. We Have A Fantastic Selection Of Escort Ladies Available For In-Calls As Well As Out-Calls. Our Escorts Are Not Only Beautiful But All Have Great Personalities Making Them The Perfect Companion For Any Occasion. In-Call:- You Can Come At Our Place in Delhi Our place Which Is Very Clean Hygienic 100% safe Accommodation. Out-Call:- You have To Come Pick The Girl From My Place We Are Also Provide Door Step Services (Delhi Ncr, Noida, Gurgaon, Faridabad, Ghaziabad Note:- Pic Collectors Time Passers Bargainers Stay Away As We Respect The Value For Your Money Time And Expect The Same From You Hygienic:- Full Ac room And Clean Rooms Available In Hotel 24 * 7 Hourly In Delhi NCR More Details, With WhatsApp Number, +91-8448380779

BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service

Delhi Call girls

Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore Escorts Service Booking Contact Details :- WhatsApp Chat :- +91-7737669865 4-May-2024(SMW) Call Girls In Model Towh +91-7737669865 !! Best Woman Seeking Man Call Girls Service, Escorts Service in Home Hotel in NCR 24 Hours Available Service Call Girls, Contact Us +91-7737669865 (Any Time. Any Where) Call Girls in , Noida, Gurgaon, Ghaziabad,Sexy Indian Female Escorts Service NCRWelcome To Escorts Service – An All Over New Very Sexy Hot Call Girls Agency Service Escorts In South NCR’s No. 1 High Profile Independent Female Escorts Service. We Provide Good Quality Educated Profile At Very Regnebal Price 100% Safe And Original.We Are Provide Escorts Service All OYO Hotels ,3*,4*,5* Star Hotel And Home Flat, Apartment. Guest-House. Services In -Call And Out – Call Both Are Services Available. 24Hrs. Any Time Any Where. In All Over Noida Gurgaon Ghaziabad Faridabad.More Information And Contact Profile Real Pic Visit Our Website City Wise Escorts Service Agency.Good Looking Cheap And Best Models Girls U Can Get Best Click On Link……Night Call Girls Now In Hotel Le Meridien Gurgaon Near Female Escort One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7737669865 We are available 24*7 all days of the year. Call us — 7737669865 Thank you for Visiting.

Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...

amitlee9823

Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore Booking Contact Details :- WhatsApp Chat :- +91-7737669865 2-May-2024(SMW) Call Girls In Model Towh Bangalore +91-7737669865 !! Best Woman Seeking Man Call Girls Service, Escorts Service in Home Hotel in Bangalore NCR 24 Hours Available Service Call Girls, Contact Us +91-7737669865 (Any Time. Any Where) Call Girls in Bangalore, Noida, Gurgaon, Ghaziabad,Sexy Indian Female Escorts Service Bangalore NCRWelcome To Bangalore Escorts Service – An All Over New Bangalore Very Sexy Hot Call Girls Agency Service Escorts In South BangaloreNCRBangalore’s No. 1 High Profile Independent Female Escorts Service. We Provide Good Quality Educated Profile At Very Regnebal Price 100% Safe And Original.We Are Provide Escorts Service All OYO Hotels ,3*,4*,5* Star Hotel And Home Flat, Apartment. Guest-House. Services In -Call And Out – Call Both Are Services Available. 24Hrs. Any Time Any Where. In All Over Bangalore Noida Gurgaon Ghaziabad Faridabad.More Information And Contact Profile Real Pic Visit Our Website City Wise Escorts Service Agency.Good Looking Cheap And Best Models Girls U Can Get Best Click On Link……Night Call Girls Now In Hotel Le Meridien Gurgaon Near Female Escort One Shot — 5000/in call (time 1 hour), 6000/out call Two shot with one girl — 8000/in call (time 2 hour), 10000/out call Body to body massage with sex- 8000/in call (time 1 hour) Full night Service for one person– 12000/in call, 13000/out call (shot limit 3-4 shots) Full night Service for more than 1 person — please contact Us —7737669865 We are available 24*7 all days of the year. Call us — 7737669865 Thank you for Visiting.

Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...

amitlee9823

CebaBaby dropshipping via API with DroFX.pptx

olyaivanovalion

Recently uploaded (20)

Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...

Anomaly detection and data imputation within time series

April 2024 - Crypto Market Report's Analysis

Sampling (random) method and Non random.ppt

FESE Capital Markets Fact Sheet 2024 Q1.pdf

Abortion pills in Doha Qatar (+966572737505 ! Get Cytotec

Call me @ 9892124323 Cheap Rate Call Girls in Vashi with Real Photo 100% Secure

Escorts Service Kumaraswamy Layout ☎ 7737669865☎ Book Your One night Stand (B...

Invezz.com - Grow your wealth with trading signals

Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...

Jual Obat Aborsi Surabaya ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...

ELKO dropshipping via API with DroFx.pptx

Capstone Project on IBM Data Analytics Program

Call Girls In Bellandur ☎ 7737669865 🥵 Book Your One night Stand

Call Girls Begur Just Call 👗 7737669865 👗 Top Class Call Girl Service Bangalore

Mature dropshipping via API with DroFx.pptx

BDSM⚡Call Girls in Mandawali Delhi >༒8448380779 Escort Service

Mg Road Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Banga...

Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...

CebaBaby dropshipping via API with DroFX.pptx

Threat intelligence at the cloud

1. Threat Intelligence At The Cloud Or Katz - Principal Security Researcher Ezra Caltum - Senior Security Researcher

3. ©2015 AKAMAI | FASTER FORWARDTM Hide and Seek Akamai Cloud The Playground? Who is Hiding? Who is Seeking? The Goal of the Game? Threat Actors Find malicious activity and create actionable threat intelligence

6. ©2015 AKAMAI | FASTER FORWARDTM The Platform •  167,000+ Servers •  750+ Cities •  92 Countries The Data •  2 trillion hits per day •  260+ terabytes of compressed daily logs Playground: Akamai’s Content Delivery Network (CDN) Data Centers End User

7. ©2015 AKAMAI | FASTER FORWARDTM The Goal: Threat Intelligence Highlights of threat intelligence: •  New insights •  Forecast future threats •  Digested output •  Actionable According to Gartner: “Threat intelligence is evidence-based knowledge, including context, mechanisms, indicators, implications and actionable advice, about an existing or emerging menace or hazard”

8. ©2015 AKAMAI | FASTER FORWARDTM Why Threat Intelligence At the Cloud? Volume, Velocity and Variety Leading to better: • visibility to threat landscape • Insights • Future threats forecasting • Security level

11. ©2015 AKAMAI | FASTER FORWARDTM Brute Force - Common vs. Advanced Common •  Attack method – Brute force flood •  Attacking resources – single/few •  Detection technique – Noisy logs •  Protection - Rate control Advanced •  Attack method – Brute force slow and low •  Attacking resources – multiple/Botnet •  Detection technique – ? •  Protection - ?

12. ©2015 AKAMAI | FASTER FORWARDTM Slow & Low – On Site Threat Intelligence Step 1 (on-site) Analyzing each IP address activity per Web application Step 2 (on-site) Analyzing aggregated Web application login attempts per hour Resource Application 5 ~ 12 login attempts per hour ~50 login attempts per hour

13. ©2015 AKAMAI | FASTER FORWARDTM Slow and Low – At Cloud Step 3 (cloud) Tracking brute forcer across the cloud! Monitoring all IP addresses activity on all targeted Web application 1.  Each Botnet member target 100 ~ 300 Web applications 2.  Botnet execute ~10,000 login attempts per hour over Cloud network 3.  Botnet is running over the same virtual hosting service provider 4.  The Botnet was active at least few months before detected BINGO

17. ©2015 AKAMAI | FASTER FORWARDTM Actionable Insight •  Tactical controls - Block any login attempts initiated from detected Botnet •  Strategic controls - Adjust security control brute force rate mitigations •  GEO intelligence - Restrict GEO login •  Present threat Intel. - Detection based on cross targeted correlation •  Future threat Intel. - Forecasting based on industry intelligence

18. ©2015 AKAMAI | FASTER FORWARDTM Summary •  Cloud platform can yield unique actionable threat intelligence •  Cloud threat intelligence introduce the ability to use cross targets, cross industry and evasive techniques in order to produce unique threat intelligence •  Using gaming techniques while at work is fun! •  When you are 195cm tall it is hard to find good hiding places

Threat intelligence at the cloud

Recommended

Recommended

More Related Content

What's hot

What's hot (20)

Viewers also liked

Viewers also liked (20)

Similar to Threat intelligence at the cloud

Similar to Threat intelligence at the cloud (20)

Recently uploaded

Recently uploaded (20)

Threat intelligence at the cloud