Introduction to AISecOps.

Jun 7, 2022. By Anil Abraham Kuriakose

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Introduction to AISecOps

Combining security and IT operations, SecOps is a highly competent team focused on monitoring and analyzing risk and safeguarding business and IT assets, frequently working from a security operations center (SOC). However, the extra problem of managing a primarily remote workforce amid the epidemic and beyond only makes threat identification and prevention more difficult. As a result, organizations increasingly depend on SecOps teams to seek for, identify, prevent, and mitigate cyber threats.

What are the challenges with SecOps? Security teams have never faced more significant obstacles. What are 2022 and beyond's challenges? 1.Talent gaps 2.Ransomware sophistication 3.Cloud SaaS 4.lack of automation Let's look at how these difficulties will affect SecOps teams and SecOps Managers in 2022. 1.Talent gap Undoubtedly. Cybersecurity lacks talent. It provides fantastic prospects for people wishing to pursue cybersecurity and problems for business security, filling skills and knowledge positions required to develop and carry out security operations successfully. What skills are necessary? Numerous. Three technologies need extra abilities. A. Endpoint security — skills required to safeguard laptops, mobile devices, workstations, etc. B. Most assaults target data. Attackers target sensitive and business-critical data. C. Network security — The network connects on-premises and cloud-based devices and resources. SecOps specialists must protect business-critical networks. 2.Ransomware sophistication Cybercriminals and gangs assault companies with ransomware. These target companies as the reward grow. For example, the Colonial Pipeline ransomware attack netted $5 million. Ransomware won't disappear soon. Cybersecurity Ventures and ransomware attacks will cost $20 billion in 2021. So SecOps teams and management must be ready to fight this cyberthreat. 3.Cloud SaaS Cloud Software-as-a-Service has arrived. Consuming business apps as-a-Service enables simple access to next-generation software and applications. Organizations profit from outsourcing infrastructure management to Google and Microsoft. Enterprises are concerned about security in cloud SaaS environments like Google Workspace and Microsoft 365. Securing data against ransomware, exfiltration, leaking, and other current cybersecurity threats will be a problem for SecOps beyond 2022. 4.Unautomated Effective SecOps must employ automated solutions to keep up with the overwhelming volume of on-premises and cloud-based events and log entries. Therefore, on-premises and cloud security automation technologies and solutions must be implemented.

How does AI solve the SecOps challenges? As machine learning in security grows more widespread, hackers will seek methods to anticipate machine learning responses. This will make the current arms race between security experts and hackers even more intense. However, organizations can select, deploy, and monitor an AI system for the SOC to ensure its effectiveness and improve it over time.

Take a look at the top AISecOps use cases: Enhanced Detection and Investigation of Threats AI gives the investigation workflow a structured approach from threat detection to context gathering, data augmentation, relationship construction, and prioritization, drastically reducing the time analysts must spend investigating threats at the beginning of an investigation. Research and Intelligence Gathering Improvements AI solutions may improve security warnings by mapping them to MITRE ATT&CK framework methods and methodologies. This enhanced comprehension enables analysts to comprehend the exact strategies threat actors use and the corresponding phase of the ATT&CK life cycle. With these insights, analysts may learn to predict the future movements of possible enemies and decide the most effective means of staying ahead of them. Less expensive security breaches By enhancing an organization's overall security posture, AI reduces the expenses associated with security breaches. In addition, reducing stay periods enables faster identification and resolution of attacks, decreasing the effect of security breaches.

What are the benefits of AISecOps? Here are six ways AISecOps solutions may assist IT operations teams and companies, but this is not an exhaustive list. 1.Minimize downtime Application and system downtime may be expensive in terms of lost revenue, decreased productivity, and brand harm. AISecOps enables DevSecOps and SRE teams to recognize and respond to developing problems before they become costly and detrimental failures. 2.Improve operational confidence AISecOps may remove the element of uncertainty from various IT operations procedures and duties by helping to identify possible problems, assessing their effect on your environment, and offering step-by-step repair instructions. 3.Manage vulnerability risks continuously As environments develop in size and complexity, the number of hazards to manage increases. Manual approaches cannot keep up with the pace of change, while AISecOps technologies assist in identifying, analyzing, prioritizing, and mitigating vulnerability threats. 4.Maximize talents and assets By offering root cause analysis and remedial recommendations, AI operations may assist your team in resolving issues more effectively while simultaneously enhancing their knowledge and abilities. 5.Concentrate on ingenuity With much of the mundane labor necessary to "keep the lights on" gone, AISecOps enables teams to plan and execute more strategic and high-value initiatives and projects. 6.Manage complication AISecOps may assist teams in comprehending system variations, speeding system patch and configuration management, simplifying operations, and enhancing dependability.

How can SOCs adopt AISecOps? Organizations must embrace the contemporary SOC, which fosters cooperation between operations and security teams.SOC may link its operations with IT and development in many ways.Distribute SOC. (DevSecOps may also include SOC.) remove security from its silo and divide responsibility between operations and security.Create a COE (center of excellence). Combine the SOC with dev and ops staff to apply security best practices.Promote teamwork. Open the SOC to any staff member whose activities have a security effect, allowing them to consult with the organization's top security specialists.AISecOps conforms to the adversarial environment in cyberspace and is responsible for SecOps's most important indicators and procedures. To learn more about Algomox AISecOps and AIOps, please visit our AIOps page

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