[PDF] NEXT GENERATION APPLICATION SECURITY

Application of Machine Learning to Cybersecurity

The most valuable use cases of ML in cybersecurity are: 1. Predict new IoC patterns—Machine intelligence can uncover new IoCs by applying deep learning models over large sets of data. These models can learn the characteristic of malicious patterns (e.g., malware signatures, bad URLs and intrusion detection patterns). The more data that are availabl...

Security Intelligence and Managed Security Service Providers

Most managed security service providers (MSSPs) have their own threat intelligence repository (to suit the services they provide), even if it is not exposed directly to customers. Many of them augment their threat intelligence with ML, big data analytics and behavior-based analytics based on large volumes of data fueling their own data lake. Many M...

Security Intelligence Defense Framework

At the heart of the Security Intelligence Defense Framework proposed here is the enterprise data lake (figure 4). The data lake ingests security and nonsecurity data coming from different internal or external sources. The more data available from different sources, the better security prediction and insights about emerging threats inside and outsid...

Security Intelligence Interconnectivity

Interconnectivity is an important aspect of the security intelligence notion introduced here: One approach is to integrate a threat intelligence platform using one or more external threat intelligence feeds and ensure that there are continuous updates of the threat intelligence knowledge based on open protocols and application programming interface...

Next-Gen Soc

The security intelligence defense framework in figure 4allows for a new approach toward traditional Security Operation Centers (SOCs) and security incident response (SIR) teams leading to the so-called next-gen SOC. Time-consuming activities such as analyzing logs, reports and alerts can be automated. Alert fatigue could be reduced significantly be...

Conclusion

Security attacks have become interconnected and better coordinated on a global scale; therefore, they require a new generation of security intelligence that is interconnected, predictive and automated in nature. New threats should be dealt with using a new set of technologies: ML and big data analytics. An innovative security intelligence defense f...

Authors’ Note

The opinions expressed here are the authors’ and do not necessarily reflect those of their employers.

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What is next generation security intelligence?

The ability to uncover new threats should be combined with the ability to provide automated or semi-automated response and continuously enhancing SOC playbooks. Next generation security intelligence will encompass and go beyond traditional cyberthreat intelligence as it becomes more predictive, automated and interconnected.

Can AppSec survive the future of application security?

To survive and thrive in the future of application security, modern AppSec teams need tools that can help them build the right amount of security across the software development lifecycle.

Should developers go back to the developer to solve security issues?

They, therefore, must go back to the developer to solve security issues in code that they produced weeks or months before. This backward approach to mediation is slow and can cause internal friction around ownership. When developers are assisted by the right tools, they can catch security issues early.

Is there a link between IoT security and enterprise security?

At first glance, it may seem as if there is no link between the emergence of many weak, typically not-so-secure Internet of Things (IoT) devices and enterprise security; however, these security-weak IoT devices that are unrelated to an enterprise can become potential attack vectors and cause millions of dollars of loss.

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The Next Generation of Application Security

security of the infrastructure that the information lives on. This makes the role of application security much more important." The next-generation 



Next-Generation Application Monitoring: Combining Application

There are three key components of application security: Secure Application Development. Application Security Monitoring



CASB 2.0 The Next Generation of Cloud App Security

CASB 2.0 The Next Generation of Cloud App Security.



srx1500-services-gateway-datasheet.pdf

as a next-generation firewall acts as an enforcement point for cloud-based security solutions



A Guide to EMV Chip Technology

THE NEXT GENERATION OF EMV CHIP SPECIFICATIONS . Issuer and Application Security Guidelines v2.4



SRX4100 AND SRX4200 SERVICES GATEWAYS DATASHEET

The SRX4100 supports up to 22 Gbps (IMIX) of firewall performance 9 Gbps of next- generation firewall (application security



F5 integrates and automates app security

16-Dec-2020 F5 offers next-generation application security (NGAS) products and services encompassing web application firewall (WAF)



Next Generation Network Security (Direction and Status of FG NGN

International Telecommunication Union. ITU-T/IETF Workshop on NGN. 1-2 May 2005 Geneva. Jiashun Tu. ZTE. Next Generation Network. Security.



vsrx-virtual-firewall-datasheet.pdf

Application Visibility and Control with AppSecure. AppSecure is a next-generation application security suite for vSRX and SRX Series Firewalls that delivers 



The next generation of cloud application security

2021 Dynatrace. In a world where everything is code our security approach needs to change. The next generation of cloud application security 

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