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All about SIEM Technology

SIEM stands for "Security Information and Event Management". It is a set of tools and services that offer a holistic view of any organization's information security. It works by combining two technologies: Security information Management(SIM), which collects data from the log files and runs an analysis on the security vulnerabilities and reports them, and Security Event Management(SEM) which monitors any system on a areal-time basis and also keeps the network admins notified about the threats. SIEM is used to identify threats and anomalies in the network, cyber attacks from gigs of data.SIEM requirement in Cyber SecurityCyber Security Incident detection:  SIEM is the primary tool used in tech detection of security incidents by collecting logs from all the data sources across the network and triggers an alert on successful match of condition defined in the correlation rule. In other words, it triggers an alert in case any network anomaly is detected in the network.Regulatory Compliance: Its is also used to comply with many security compliances like, PCIDSS (Payment Card Industry Data Security Standard), ISO, HIPPA and ensure that the company assets within the network meet the requirement of the compliance.Effective Incident Management: Dashboard logging, Search Queries, reports are some of the features that SIEM tools provide which allow the security professionals to handle the security breaches.SIEM Architecture:Receiver: The main responsibility of this component is to get the logs from all the data inputs like windows OS, Linux, application, routers, firewall, VPN servers etc. It is also meant for parsing the logs, normalization and aggregation.Manager: This is the heart of any SIEM architecture. It has a correlation engine where we define a correlation rule where we match a specific rule and trigger and alert based on the match. It is a centralized management to identify and monitor different cyber attacks based on the condition which we define in the rule.Logger: This is a storage device to store the past events and triggers alerts. It is also used to store data for a longer period of time in case required, with an option to configure the retention period of data based on the business needs.Why You Should Use SIEM?Security Operations Center (SOC) staff can use the data provided by SIEM on real-time and historical events to identify irregularities, vulnerabilities and incidents and establish better security protocols and focus mitigation efforts.SIEM has a number of benefits for the SOC:**Data clustering—clusters data from various sources such as from databases, applications, network, security, servers and other systems like Anti-Virus (AV) and firewalls.**Correlation—creates meaningful bundles of event-related data to represent security threats, incidents, vulnerabilities and forensic results.**Automated alerts—analyses events to alert SOC staff on urgent problems via different kinds of messaging options, emails or security dashboards.**Compliance—gathers compliance data automatically to produce meaningful reports according to security governance and auditing procedures for industry standards.**Threat hunting—allows SOC staff to use SIEM data and uncover vulnerabilities and threats by running various queries.**Automation and integration—allows SOC staff to determine and execute automated workflow and playbooks in response to certain incidents and integrate with other security tools via Application Programming Interfaces (APIs).**Threat intelligence —incorporates intelligence feeds that contain actionable data on vulnerabilities, threat actors and attack patterns with internal information.**Improve Incident Response (IR)—delivers case management and allows SOC teams to collaborate and share security incident knowledge to quickly synchronize critical information and respond to threats efficiently

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Why need SIEM your company company ?

Security information and event management (SIEM) is an approach to security management that combines SIM (security information management) and SEM (security event management) functions into one security management system. The acronym SIEM is pronounced "sim" with a silent e.The underlying principles of every SIEM system is to aggregate relevant data from multiple sources, identify deviations from the norm and take appropriate action. For example, when a potential issue is detected, a SIEM system might log additional information, generate an alert and instruct other security controls to stop an activity's progress.At the most basic level, a SIEM system can be rules-based or employ a statistical correlation engine to establish relationships between event log entries. Advanced SIEM systems have evolved to include user and entity behavior analytics (UEBA) and security orchestration, automation and response (SOAR).Payment Card Industry Data Security Standard (PCI DSS) compliance originally drove SIEM adoption in large enterprises, but concerns over advanced persistent threats (APTs) have led smaller organizations to look at the benefits SIEM managed security service providers (MSSPs) can offer. Being able to look at all security-related data from a single point of view makes it easier for organizations of all sizes to spot patterns that are out of the ordinary.SIEM systems work by deploying multiple collection agents in a hierarchical manner to gather security-related events from end-user devices, servers and network equipment, as well as specialized security equipment, such as firewalls, antivirus or intrusion prevention systems (IPSes). The collectors forward events to a centralized management console, where security analysts sift through the noise, connecting the dots and prioritizing security incidents.In some systems, preprocessing may happen at edge collectors, with only certain events being passed through to a centralized management node. In this way, the volume of information being communicated and stored can be reduced. Although advancements in machine learning are helping systems to flag anomalies more accurately, analysts must still provide feedback, continuously educating the system about the environment.Here are some of the most important features to review when evaluating SIEM products:Integration with other controls. Can the system give commands to other enterprise security controls to prevent or stop attacks in progress?Artificial intelligence (AI). Can the system improve its own accuracy through machine learning and deep learning?Threat intelligence feeds. Can the system support threat intelligence feeds of the organization's choosing, or is it mandated to use a particular feed?Extensive compliance reporting. Does the system include built-in reports for common compliance needs and provide the organization with the ability to customize or create new compliance reports?Forensics capabilities. Can the system capture additional information about security events by recording the headers and contents of packets of interest?How does SIEM work?SIEM tools work by gathering event and log data created by host systems, applications and security devices, such as antivirus filters and firewalls, throughout a company's infrastructure and bringing that data together on a centralized platform. The SIEM tools identify and sort the data into such categories as successful and failed logins, malware activity and other likely malicious activity.The SIEM software then generates security alerts when it identifies potential security issues. Using a set of predefined rules, organizations can set these alerts as low or high priority.For instance, a user account that generates 25 failed login attempts in 25 minutes could be flagged as suspicious but still be set at a lower priority because the login attempts were probably made by the user who had probably forgotten his login information.However, a user account that generates 130 failed login attempts in five minutes would be flagged as a high-priority event because it's most likely a brute-force attack in progress.Why need SIEM your company company ?SIEM is important because it makes it easier for enterprises to manage security by filtering massive amounts of security data and prioritizing the security alerts the software generates.SIEM software enables organizations to detect incidents that may otherwise go undetected. The software analyzes the log entries to identify signs of malicious activity. In addition, since the system gathers events from different sources across the network, it can recreate the timeline of an attack, enabling a company to determine the nature of the attack and its impact on the business.A SIEM system can also help an organization meet compliance requirements by automatically generating reports that include all the logged security events among these sources. Without SIEM software, the company would have to gather log data and compile the reports manually.A SIEM system also enhances incident management by enabling the company's security team to uncover the route an attack takes across the network, identify the sources that were compromised and provide the automated tools to prevent the attacks in progress.Some of the benefits of SIEM include the following:shortens the time it takes to identify threats significantly, minimizing the damage from those threats;offers a holistic view of an organization's information security environment, making it easier to gather and analyze security information to keep systems safe -- all of an organization's data goes into a centralized repository where it is stored and easily accessible;can be used by companies for a variety of use cases that revolve around data or logs, including security programs, audit and compliance reporting, help desk and network troubleshooting;supports large amounts of data so organizations can continue to scale out and increase their data;provides threat detection and security alerts; andcan perform detailed forensic analysis in the event of major security breaches.ConclusionSIEMs are potentially highly valuable additions to a SOC. They correlate security data feeds, enabling them to detect serious security incidents in time to take action. They then facilitate an effective, fast response by the SOC team. At the same time, SIEM software can take significant time to set up and to adjust the alerts and responses. Embarking on a SIEM project represents a serious commitment of time and resources on the part of the security team. It should be undertaken with rigorous planning and realistic budgeting in order to ensure long term success.

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What is SIEM? Security information and event management explained

SIEM is now a $2 Billion industry, but only 21.9% of those companies are getting value from their SIEM, according to a recent survey.SIEM tools are an important part of the data security ecosystem: they aggregate data from multiple systems and analyze that data to catch abnormal behavior or potential cyberattacks. SIEM tools provide a central place to collect events and alerts – but can be expensive, resource intensive, and customers report that it is often difficult to resolve problems with SIEM data.How does SIEM work?Logs and other data need to be exported from all your security systems into the SIEM platform. This can be achieved by SIEM agents—programs running on your various systems that analyze and export the data into the SIEM; alternately, most security systems have built-in capabilities to export log data to a central server, and your SIEM platform can import it from there.Which option you take will depend on your network topography and bandwidth capabilities, as well as the types of systems you need to get logs from. The amount of data transmitted and processing power necessary at the end points can degrade the performance of your systems or network if you don't implement things carefully; SIEM agents at the edge can relieve some of that burden by automatically parsing out some data before even sending it over the network. At any rate, you'll want to ensure that your entire infrastructure is instrumented for SIEM, both on-prem and in the cloud.Obviously the amount of data generated by this SIEM instrumentation is huge, more than your staff could possibly parse through. The primary value delivered by SIEM suites is that they apply data analysis to make sure that only useful information gets delivered to your security operations center. These platforms use correlation engines to attempt to connect disparate log entries or other signals that don't seem worrisome on their own but taken together can spell trouble. These engines, combined with the specific artificial intelligence and machine learning techniques used to sniff out attacks, are what various SIEM vendors use to differentiate their offerings from one another.SIEM tools also draw information from threat intelligence feeds—basically, updated feeds of data about new forms of malware and the latest advanced persistent threats. Some of these feeds are maintained by the SIEM vendors, but others are open source or internally maintained by security teams at large organizations, and some SIEM platforms allow you to use your favorites. Other customization options include the ability to tightly integrate your SIEM platform with specific security tools.Top SIEM tools and vendorsWe noted above that SIEM was initially embraced for its ability to aid regulatory compliance; that's still an important role for these tools, and many platforms have built-in capabilities that are focused on ensuring and documenting your compliance with various laws and standards. And finally, some SIEM platforms also incorporate SOAR capabilities, which can partially or fully automate responses to the threats they detect.Ferrill's list also looks at some of the top SIEM vendors, which make for a good guide through the landscape of this market segment:ExabeamIBMLogRythmMicrosoftRapid7RSASecuronixSplunkFireEyeAll these different vendors have their own strengths and weaknesses. For instance, Microsoft's Azure Sentinel offering is only available on Microsoft's cloud, but easily integrates with Microsoft 365 and Windows Defender. RSA's platform is built with massive data volume in mind, while Securonix has an open architecture that makes it possible to add a wide variety of third-party analytics plug-ins.We should take a moment to spotlight Splunk, since it was one of the first software vendors to discover gold in log file analysis. Splunk Enterprise Security draws on the company’s mature data analytics and visualization capabilities to deliver a SIEM solution integrated with threat intelligence and available in the cloud or on prem. IDC maintains that Splunk has the largest SIEM market share.At this point, you should have a good sense of what SIEM should do for your company. But these platforms aren't cheap, and that means you need to do all you can to prepare before you roll one out. For instance, SIEM software requires high-quality data for maximum yield. And SIEM technologies are resource intensive and require experienced staff to implement, maintain and fine-tune them—staff that not all organizations have fully invested in yet.More on SIEM:Why Need SIEM Your Company Company ?All About SIEM Technology

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How to Build a Security Operations Center for Small Companies

Until recently, having a security operations center (SOC) was a privilege of large organizations. Now, with the help of next-generation security platforms and solutions, small companies can benefit from centralized security operations using minimal time and less resources.So how can smaller businesses build a security operations center on a budget? With the right tools and the tips we mention in this article, you can build an effective SOC for your company.In this post:What is a SOCKey aspects of a security operations centerToolsHow to build a security operations center using best practicesan effective SOC for your company.What Is a SOC?A security operations center (SOC) is the base from which the information security team operates within an organization. The term SOC applies both to the physical facility and to the security team, which detects, analyzes and responds to security incidents.SOC teams typically consist of management, security analysts and engineers. While having a SOC was once something only large organizations could afford, these days many medium- and small-sized companies are assembling lighter SOCs, with the help of technological solutions.Key Aspects of a Security Operations CenterThere are two foundations a SOC is built on—the staff and the tools. First, a staff with the right skill set means they will make the most of the security tools available. Many organizations assign in-house IT staff to security-only functions, providing training and hiring new talent to fill empty roles.Second, the right tools give your analysts the most visibility into active and emerging threats. The ideal system would be one that takes on the time-consuming work, such as collecting and sorting data from all feeds and prioritizing alerts. The security team uses these tools to identify and respond to incoming alerts, although security automation tools can help deal with low-level threats without the need to involve any staff.Security operations center roles and responsibilitiesA security operations center typically encompasses three or four defined roles. A SOC will assign analysts to three tiers, according to their expertise. In addition, it designates an incident response manager, in charge of implementing the response plan in the event of an attack.The basic roles in a security operations center are:Security analystSecurity engineerSOC managerChief Information Security Officer (CISO)Smaller organizations often set-up functional arrangements, with the more traditional IT head, the chief information officer (CIO) taking on the responsibilities of a CISO, or a top-tier analyst functioning as an incident response manager.Security operations center processes and proceduresWithout a SOC, security tasks are often assigned ad-hoc with no streamlined procedures. One best practice is for organizations to create a plan to optimize operations so everybody is in line with the security strategy. The key processes a SOC should implement are:Step 1. Triage—search for indicators of compromise (IoCs), classifying events according to their severity. Include periodical vulnerability assessments to identify gaps attackers can exploit.Step 2. Analysis—prioritize alerts focusing on events with the potential for the most impact to operations.Step 3. Response and recovery—early response is the key to containing an event successfully, involving containment and elimination measures. After the threat is eliminated, you need to recover the systems with actions such as restoring backups, re-configuring systems and network accesses.Step 4. Lessons learned—involves assessing what worked and what didn’t, evaluating the reports generated while dealing with the incident. The SOC team can use the resulting information to adjust the incident response plan.Roles are assigned for every step, keeping in mind who is accountable for every process. Teams should document at every stage of the processes to help review and adjust the plan.Most security strategies are based on a layered protection model. Since each vendor specializes in a specific layer, organizations need to integrate all these different tools to detect and respond to threats.ToolsWhile this works for large organizations with many security analysts at their disposal, it is a challenge for smaller organizations with limited resources. Smaller businesses can benefit from a new approach, integrating the capabilities of new technology solutions into a process that small teams can use with ease. These technologies will have the following capabilities:Asset discovery—helps you know what systems and tools you have running in your environment. Determines what are the organization’s critical systems to prioritize the protection.Vulnerability assessment—detects the gaps an attacker can use to infiltrate your systems is critical to protect your environment. Security teams must search the systems for vulnerabilities to spot these cracks and act accordingly. In addition, regulatory mandates require periodic vulnerability assessments to prove compliance.Behavioral monitoring—the use of a user and event behavioral analytics (UEBA) tool helps security teams create a behavioral baseline, making it easier to apply behavior modeling and machine learning to surface security risks. UEBA tools generate alerts only for events that exceed the predetermined threshold, reducing false positives and conserving analyst resources.Intrusion detection—intrusion detection systems (IDS) are one of the basic tools for SOCs to detect attacks at the point of entry. They work by detecting known patterns of attack using intrusion signatures.SIEM—tools that provide a foundation to SOC given their ability to correlate rules against large amounts of disparate data to find threats. Integrating threat intelligence adds value to the SIEM activity by giving context to the alerts and prioritizing them.Threat IntelligenceSecurity analysts monitor the environment looking for clues for malicious behavior. Adversaries usually leave traces of their activities in the form of IP addresses, host and domain names or filenames. SOC teams use threat intelligence to recognize these clues and attribute them to specific adversaries. They then build countermeasures for the attackers to prevent further attacks.Threat intelligence core elements of context, attribution, and action, help security teams identify the attacker and respond quickly:Context—gives you an idea of the urgency, relevance, and priority of a threat. Threat intelligence tools provide context to alerts and define the type of attack.Attribution—threat intelligence solutions use the context to attribute indicators to specific attackers. The system helps SOC teams build a profile of the adversaries, helping identify who is behind the attack.Action—attackers change their methods and tools all the time, so it is important to respond to an attack immediately, while the data is relevant. Threat intelligence tools assist the SOC to act promptly by alerting of a threat urgency.How to Build a Security Operations Center Using Best PracticesProvide the right toolsIt is wise to invest in tools and technology solutions that will help your team detect and act more quickly in the event of an attack. You can look for automation and orchestration security solutions that can take the load of time-consuming tasks, such as sifting through alerts.Keep your incident response plan up-to-dateHaving a detailed and updated action plan can help your team respond swiftly to an attack. The security team benefits from an action plan with defined roles, knowing what should be done and who should do it.Building a SOC on a limited budgetHow can small organizations implement all these practices when dealing with budget constraints? It’s simple—have a security strategy in place and invest in the tools that can simplify your SOC team’s work.Develop a security strategyThe starting point to build a SOC is to develop a security strategy. For that, consider these steps:Assess your current SOC resources and capabilities—you could refashion your IT staff into a SOC, adapt existing processes or optimize your tools.Define the business objectives for the SOC—consider which systems are critical to support operations so the security team can reinforce their protection.Choose a SOC model—such as hybrid, virtual or in house.Choose the right technology solution—this can be the difference between productive and overwhelmed staff.Building a modern security operations center (SOC) is much more than assembling the latest equipment and then hiring a team of analysts. It’s an ongoing effort to stay on top of threats, be current with emerging technology and trends, and hire and keep the right talent.

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Top 'Windows' SOC Use Cases

The use cases are critical to identifying any of the early, middle, and end-stage operations of the adversary. A small abnormal event can be a clue to a larger attack. There also needs to be a Playbook on how to respond.What are Use CasesA use case can be technical rules or conditions applied on logs that are ingested into the SIEM. Eg –  malicious traffic is seen hitting critical servers of the infra, too many login attempts in the last 1 min, etcThe use cases could be categorized into various types based on source logs.A SOC use case, in turn, is a specific approach you employ to detect, report, and mitigate various anomalies. Essentially, you create a registry of known business risks and then develop cybersecurity incident management processes for mitigating, eliminating and preventing them.Top 'Windows' SOC Use Cases : Some of the windows based use cases you can build.1.    Server Shutdown/ Reboot2.     Removable media detected3.     Windows abnormal shutdown4.     Login attempts with the same account from different source desktops5.     Detection of Server shutdown-reboot after office hours6.     Administrative Group Membership Changed7.     Unauthorized Default Account Logins8.     Interactive use of service account9.     Remote access login – success & failure10.  Windows Service Stop-Restart11.  ACL Set on Admin Group members12.  Windows Account Enabled Disabled13.  Multiple Windows Accounts are Locked out14.  Multiple Windows Logins by Same User15.  Brute force attempt from the same source16.  Logins outside normal business hours17.  Logins to multiple users accounts from the same source.18.  Brute force attempt from the same source with a successful login19.  Windows Account Created Deleted20.  Windows Hardware Failure21.  Failed Login to Multiple Destination from Same Source22.  Administrative Accounts- Multiple Login failure23.  Detection of user account added/removed in the admin group24.  Detection of system time changes (Boot time)25.  Detection of the use of default product vendor accounts26.  User Deleted Within 24hrs of Being Created27.  Critical service stopped on Windows Servers28.  Windows Security Log is full29.  Multiple Password Changes in a Short time period30.  Windows group type was changed.31.  Audit Policy change32.  Audit Log cleared33.  Windows Security Log is full34.  Detection of user account added35.  Logon Failure-A logon attempt was made using an expired account36.  High number of users created/ removed within a short period of time37.  Outbound Traffic observed from Severs to the Internet.38.  Failed Logins/Attempt with Disabled/Ex-Employee/Expired Accounts39.  Windows File-Folder Delete40.  Windows-File Folder Permission Changes41.  High number of users created/removed within a short period of timeConclusionsAt present, the average time to fix cybersecurity vulnerabilities sits at 205 days. The current frequency of attacks leaves unprotected businesses exposed to multiple risks. SOC adoption used to be “reserved” for larger organizations with multi-million security budgets. However, that is no longer the case today.Competitive SOC service models such as SOC as a Service and managed SOC, paired with advanced SOAR solutions like Azure Sentinel, make this function more accessible to businesses of different sizes and industries. Moreover, you can always start with a “test-run” of SOC use cases and progressively expand coverage to new business systems as your risk radar evolves.

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Explore Machine Data With Splunk

 I am going to talk about one of the most trending analytical tools Splunk, which is winning hearts in the fields of big data and operational intelligence. It is a horizontal technology used for application management, security, and compliance, as well as business and Web analytics, with tremendous market demand for professionals with Splunk Certification Training. Splunk is a complete solution that helps in searching, analyzing, and visualizing the log generated from different machines. Through this Splunk tutorial, I will introduce you to each aspect of Splunk and help you understand how everything fits together to gain insights from it.Splunk IntroductionBefore getting started with Splunk, have you ever realized the challenges with unstructured data and the logs coming in real-time? For example- live customer queries, an increased number of logs through which the size of the dataset keeps on fluctuating every minute. How can all of these problems be tackled? Here, Splunk comes to the rescue.Splunk is a one-stop solution as it automatically pulls data from various sources and accepts data in any format such as .csv, JSON, config files, etc. Also, Splunk is the easiest tool to install and allows functionality like searching, analyzing, reporting as well as visualizing machine data. It has a huge market in IT infrastructure and business. Many big players in the industry are using Splunk such as Dominos, Adobe, Bosch, Vodafone, Coca-Cola, etc.Splunk ArchitectureAs you can see in the above image, Splunk has some really cool advantages:-Splunk collects data in real-time from multiple systems-It accepts data in any form, for example- log file, .csv, JSON, config, etc.-Splunk can pull data from databases, the cloud, and any other OS-It analyzes and visualizes the data for better performance-Splunk gives alerts/ event notifications-Provides real-time visibility-It satisfies industry needs likSplunk’s architecture comprises various components and functionalities. Refer to the below image which gives a consolidated view of the components involved in the process:As you can see in the above image, Splunk CLI/ Splunk web interface or any other interface interacts with the search head. This communication happens via Rest API. You can then use search head to make distributed searches, set up knowledge objects for operational intelligence, perform scheduling/ alerting, and create reports or dashboards for visualization. You can also run scripts for automating data forwarding from remote Splunk forwarders to pre-defined network ports. After that, you can monitor the files that are coming in real-time and analyze if there are any anomalies, and set alerts/ reminders accordingly. You can also perform routing, cloning, and load balancing of the data that is coming in from the forwarder before they are stored in an indexer. You can also create multiple users to perform various operations on the indexed data.

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