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cosmos db query multiple conditions

Analysis of host data on %{Compromised Host} detected the initiation of port forwarding to an external IP address. Also, I read somewhere that the change feed client uses polling for fetching updates. (More on this later.) It is important to mention that Step Into works like Step Over.If the line of script being executed doesnt contain any call to the stored procedure in SQL Server. Malware often uses SVCHOST to masquerade its malicious activity. Analysis of host data on %{Compromised Host} detected suspicious use of Cacls to lower the security of a system. Note that this type of activity could possibly cause your IP to be flagged as malicious by external entities. This category also covers locations on a system or network where the adversary may look for information to exfiltrate. Machine logs indicate that a suspicious request was made to the Kubernetes Dashboard. SELECT * FROM c WHERE c.ZipCodes[0].Code IN ("6500", "6700") and using UDF will actually result on the query not using the index. This paves an easy path for you to build many different solutions for many different scenarios. This behavior was seen [x] times today on the following machines: [Machine names]. Microsoft Defender for Servers Plan 2 provides unique detections and alerts, in addition to the ones provided by Microsoft Defender for Endpoint. Azure Cosmos DB is rapidly growing in popularity, and for good reason. Such activity, while possibly legitimate user behavior, is frequently performed by attackers to evade network monitoring and filtering. Such exclusion practically disabling the Antimalware protection. During the recent Ignite conference, Microsoft announced Azure Cosmos DB for PostgreSQL, a new generally available (GA) service to build cloud-native relational applications. We can try and solve this. These are used to get a compromised machine to call back into a machine an attacker owns. Like. Machine logs indicate that your Docker daemon (dockerd) exposes a TCP socket. This can indicate that the account is compromised and is being used with malicious intent. Adopt the right emerging trends to solve your complex engineering challenges. Azure Cosmos DB goven - A drop-in query language for any database schema. Hot partition key. Then, when you spin up consumers, they attempt to acquire leases as they expire. A potentially unsafe action was attempted on your database '{name}' on server '{name}'. Analysis of host data on %{Compromised Host} detected a combination of systeminfo commands that has previously been associated with one of activity group GOLD's methods of performing reconnaissance activity. dasel - Query and update data structures using selectors from the command line. Analysis of host data on %{Compromised Host} detected a potential attempt to bypass AppLocker restrictions. Analysis of host data indicates a suspicious process termination burst in %{Machine Name}. Analysis of processes running within a container or directly on a Kubernetes node, has detected a password change using the crypt method. For alerts that are in preview: The Azure Preview Supplemental Terms include additional legal terms that apply to Azure features that are in beta, preview, or otherwise not yet released into general availability. If you want to run a query that includes data from other accounts or data from other Azure services, select Logs from the Azure Monitor menu. Here is an example of an SQL query for creating a database, entering into it, and then create a table. A SPARQL endpoint accepts queries and returns results via HTTP.. Generic endpoints will query any Web-accessible RDF data; Specific endpoints are hardwired to query against particular datasets; The results of SPARQL queries A query like, GetCurrentDateTime/GetCurrentTimestamp/GetCurrentTicks, Calculate the current time before query execution and use that string value in the. For instance, an e-commerce website with a large-scale order processing pipeline. Other metrics not in this list might be available in the portal or through legacy APIs. Follow the performance tips, and use a single CosmosClient instance across an entire process. To make this work, the CFP library persists a set of leases as documents in another dedicated Azure Cosmos DB container. Create multiple client instances. We recommend further investigations. This was detected by analyzing Azure Resource Manager operations in your subscription. Store the query result in a real-time materialized view, Optimizations that reduce the Request Unit (RU) charge of the query. Fairware ransomware is known to execute rm -rf commands in this folder. MicroBurst's exploitation toolkit was used to extract keys from your Azure key vaults. A potential brute force attack has been detected on your resource. While this activity may be legitimate, a threat actor might utilize such operations to access restricted credentials and compromise resources in your environment. Microsoft Defender for Resource Manager identified a suspicious Azure role assignment / performed using PIM (Privileged Identity Management) in your tenant which might indicate that an account in your organization was compromised. If this source is not a legitimate source, this may be a high impact issue. Antimalware disabled in your virtual machine. Azure App Service activity log indicates a possible code injection activity on your App Service resource. Persistence, DefenseEvasion, Execution, Exploitation. The access key that was extracted provides full control over the associated databases and the data stored within. A suspicious SQL statement was used to query a container in this Azure Cosmos DB account. Machine logs indicate a suspicious event log clearing operation by user: '%{user name}' in Machine: '%{CompromisedEntity}'. For example, if a matching document has 10 items in each of the three arrays, it will expand to 1 x 10 x 10 x 10 (that is, 1,000) tuples. This anomalous access pattern may be legitimate activity, but it could be an indication that a threat actor has gained access to the key vault in an attempt to access the secrets contained within it. Using dot notation, you can specify query conditions. Typical related attacker activity is likely to include the download and execution of malicious software or remote administration tools. This was detected by analyzing Azure Resource Manager operations in your subscription. Azure Cosmos DB distributes the overall provisioned throughput evenly across physical partitions. In addition, the product team behind Cosmos DB tweeted: We are offering multiple relational DB options for our users across a number of Database services. Antimalware alerts indicate that an infected file(s) is stored in an Azure file share that is mounted to multiple VMs. DefenseEvasion, Command And Control, Exploitation. Lets take a closer look at this PaaS offering and how you can benefit from it. Follow the performance tips, and use a single CosmosClient instance across an entire process. Analysis of host data indicates the use of a DNS call over HTTPS in an uncommon fashion. Then if it finds new items it will consume them as the code you wrote reads them off the Change Feed. We have employed highly qualified writers. This behavior was seen [x] times today on the following machines: [Machine names]. You can communicate with the Azure Cosmos DB for Apache Cassandra through the Cassandra Query Language (CQL) Binary Protocol v4 wire protocol compliant open-source Cassandra client drivers.. By using the Azure Cosmos DB for As a means of achieving business agility, value stream management falls short, and ends up being not very different from what organizations have done for a long time: using program management practices to coordinate work across different teams in a large organization. Analysis of processes running within a container or directly on a Kubernetes node, has detected a suspicious timestamp modification. This is often associated with the MITRE 54ndc47 agent which could be used maliciously to attack other machines. Typical related attacker activity is likely to include the exploitation of any credentials on the legitimate service. While this activity can be legitimate, if attackers have permissions to modify the configmap, they can change the behavior of the clusters DNS server and poison it. APPLIES TO: Thank you again for sharing! The listed permissions for the assigned roles are uncommon to the specific service account. Log queries will only include data from that resource. Indicates that there was a change in the access pattern to an Azure Storage account. Kubernetes audit log analysis detected API requests to your cluster from an IP address that is associated with proxy services, such as TOR. Filtering out Data It allows you to manage your data even if you keep them in data centers that are scattered throughout the world. Lock screen ransomware displays a full-screen message preventing interactive use of the host and access to its files. Analysis of host data on %{Compromised Host} detected creation or execution of a process which has previously indicated post-compromise action taken on a victim host by activity group BARIUM. The desired paths specified in the index policy should match the properties in the JSON documents. A round-up of last weeks content on InfoQ sent out every Tuesday. But with NoSQL, we often deliberately duplicate data in order to avoid expensive additional lookups. Such activity, while possibly benign, is frequently performed by attackers to harvest credentials to remote services. For more information and some helpful tutorials, check out the following resources: 7171 Warner AveSuite B787Huntington Beach, CA 92647866-638-7361. Azure Cosmos DB is introducing a set of new features that make it easier for developers to build and maintain cost-effective application databases and easily migrate Apache Cassandra data to the cloud. Alerts from different sources might take different amounts of time to appear. This tool is often associated with attacker attempts to access credentials. Analysis of host data on %{Compromised Host} detected a potential reverse shell. If you run the same query multiple times on the same dataset, it will typically have the same RU charge each time. The essence of business agility is being able to respond quickly and systematically to feedback. Value proposition: Continue to make EF Core the easiest and most productive way to work with Azure Cosmos DB.. We made significant improvements to the EF Core Cosmos database provider for the 6.0 release.These improvements created a first-class experience for COSMOS_RG_East) Click the Create button to Create a resource Click Azure Cosmos DB or find it in the Databases Category; Click the Create button; We are using the Core (SQL) Recommended, Click the Create button. It is more or less a NoSQL database because it does not rely on any schemas. This tool can be used to discover resources, permissions and network structures. Analysis of host/device data detected a process being started in a way very similar to a coin mining process. Attackers will often compile exploits on a machine they have compromised to escalate privileges. Collection consists of techniques used to identify and gather information, such as sensitive files, from a target network prior to exfiltration. See Create diagnostic setting to collect platform logs and metrics in Azure for the detailed process for creating a diagnostic setting using the Azure portal and some diagnostic query examples. An unusual user SSH key reset was detected in your virtual machine by analyzing the Azure Resource Manager operations in your subscription. Execution, CommandAndControl, Exploitation. Azure App Service activity log indicates a possible web fingerprinting activity on your App Service resource. Analysis of host data on %{Compromised Host} detected suspicious compilation. Analysis of host data has detected a successful brute force attack. The volume that was detected is a hostPath type which mounts a sensitive file or folder from the node to the container. If the source IP address is trusted, you can safely suppress this alert for this resource. While this behavior can be legitimate, it's often seen in malicious activities, when attackers try to hide their source IP. This extension may trick users into thinking files are safe to be opened and might indicate the presence of malware on the system. This activity group has been known to use this technique to download additional malware to a compromised host after an attachment in a phishing doc has been opened. The operation was performed by the specified user account. The kubeconfig file, normally used by the Kubelet process, contains credentials to the Kubernetes cluster API server. So let's try some basic queries. After 29 February 2016, Azure Cosmos DB will no longer make bug fixes, add new features, and provide support to versions 0.x of the Azure Cosmos DB Java SDK for API for NoSQL. You can use the following dimensions with these metrics when adding a filter to a chart: For reference, you can see a list of all resource metrics supported in Azure Monitor. Attend online QCon Plus (Nov 30 - Dec 8, 2022). Persistence is any access, action, or configuration change to a system that gives a threat actor a persistent presence on that system. Azure Cosmos DB V2 (New Connector) We are excited to announce the release of the Azure Cosmos DB V2 connector in the upcoming November 2021 update! Microsoft Defender for Resource Manager identified a suspicious invocation of a high-risk operation in your subscription which might indicate an attempt to evade defenses. This was detected by analyzing the Azure Activity logs and resource management operations in your subscription. Azure Cosmos DB offers 99.99% availability. dotnet add package Microsoft.Azure.Cosmos.Table To make the below examples work, you'll need to include namespaces: using System.Linq; using Azure.Data.Table Yes I do realize I can improve throughput by batching inserts, but what Im trying to test here is latency, since thats what matters most for our scenario. Common table that stores all records from the Activity log. A defect in application code might have constructed the faulty SQL statement. There is no concept of a JOIN in any NoSQL database engine, and we can avoid having to perform our own manual joins if we simply duplicate the same information across documents in different containers. Analysis of host data has detected the download of a file normally associated with digital currency mining. Here is an example of an SQL query for creating a database, entering into it, and then create a table. ; When a query is partitioned, the input events are processed and aggregated in separate partition groups, and Analysis of processes running within a container or directly on a Kubernetes node, has detected a suspicious tool invocation. Analysis of processes running within a container or directly on a Kubernetes node, has detected that the command history log file has been cleared. The Case statement in SQL provides flexibility in writing t-SQL for DDL and DML queries. a nested array.Customer > sales Sales < warehouse The data model is a. Next to being built on open-source Postgres, Microsoft enabled distributed query execution using the Citus open-source extension. Named pipes are known to be a channel used by attackers to task and communicate with a malicious implant. Azure Cosmos DB is rapidly growing in popularity, and for good reason. Ill certainly run some benchmarks myself before investing into Cosmos. The alerts provided for Windows machines are: Microsoft Defender for Servers Plan 2 provides unique detections and alerts, in addition to the ones provided by Microsoft Defender for Endpoint. This behavior was seen [x] times today on the following machines: [Machine names]. During the recent Ignite conference, Microsoft announced Azure Cosmos DB for PostgreSQL, a new generally available (GA) service to build cloud-native relational applications. Some of the more common use cases for change feed include: Each of these deserves their own focused blog post. Analysis of host data on %{Compromised Host} detected suspicious indicators of obfuscation on the commandline. Azure Cosmos DB provides multi-master support at global scale with multiple well-defined consistency levels to meet various customer requirements. When a victim browses to the HTA file and chooses to run it, the PowerShell commands and scripts that it contains are executed. Analysis of processes running within a container detected access to the cloud metadata service for acquiring identity token. Analysis of host data on %{Compromised Host} detected indicators associated with Petya ransomware. While this behavior can be legitimate, attackers might use such public tools for malicious purposes. dummies transforms the hard-to-understand into easy-to-use to enable learners at every level to fuel their pursuit of professional and personal advancement. Attackers are known to abuse functionality of legitimate administrator tools to perform malicious actions, for example using certutil.exe to download and decode a malicious executable that will then be subsequently executed. Specifically, sampled network data shows %{Number of Attacking IPs} unique IPs connecting to your resource, which is considered abnormal for this environment. Once again, change feed is a wonderful mechanism to implement a replication strategy that does just that. Authenticated access from a Tor exit node is a likely indication that a threat actor is trying to hide their identity. Partitioning a step requires the following conditions: The input source must be partitioned. This was detected by analyzing Azure Resource Manager operations in your subscription. Developers with a background in relational database design often struggle initially with the denormalized approach to data modeling in the NoSQL world of JSON documents. Azure Cosmos DB provides a custom experience for working with metrics. Azure Cosmos DB stores data in the following tables. But it would be perfect if you could share more on this with us. Analysis of host data on %{Compromised Host} detected the execution of a process normally associated with common Linux botnets. This behavior was seen [x] times today on the following machines: [Machine names]. It is important to mention that Step Into works like Step Over.If the line of script being executed doesnt contain any call to the stored procedure in SQL Server. Known suspect Hex value includes, but not limited to c000c000. This activity has previously been associated with installation of a backdoor. Queries that are run from a different region than the Azure Cosmos DB account will have higher latency than if they were run inside the same region. Queries are designed to pre-fetch results while the current batch of results is being processed by the client. Available metric definitions can be retrieved by calling: To retrieve individual metrics, use the following format: To learn more, see the Azure monitoring REST API article. Activity from a location that wasn't recently or ever visited by any user in the organization has occurred. Database and container. Plus, youll want to optimize performance by spawning multiple tasks across different partitions so that they get processed in parallel. Analysis of your subscription activity logs has detected a suspicious behavior. Credential access represents techniques resulting in access to or control over system, domain, or service credentials that are used within an enterprise environment. Azure Cosmos DB is rapidly growing in popularity, and for good reason. This could either be legitimate activity, or an indication of a compromised host. Specifically, sampled network data shows %{Number of Attacking IPs} unique IPs connecting to your resource, which is considered abnormal for this environment. You can use LINQ to retrieve multiple entities from the Table service when working with Microsoft Azure Cosmos DB Table Standard Library. This optimization can improve execution for the following system functions: For example, consider the below query with CONTAINS. sqldumper.exe) being used in a way that allows to extract credentials from memory. Azure Cosmos DB. After applying these filters, The operating system provides many native tools that aid in this post-compromise information-gathering phase. Low-code and no-code tools can free up existing developers by reducing the time spent on integrating and administering DevOps toolsets. The change feed can also be used for performing real time stream processing and analytics. To learn in detail about all the available metrics in this list, see the Metrics by category article. An anomalous pattern of key vault operations was performed by a user, service principal, and/or a specific key vault. Analysis of App Service processes detected the running of a curl command in which the output was saved to the disk. How to Troubleshoot IIS Worker Process (w3wp) High CPU Usage, How to Monitor IIS Performance: From the Basics to Advanced IIS Performance Monitoring, SQL Performance Tuning: 7 Practical Tips for Developers, Looking for New Relic Alternatives & Competitors? Im particularly interested in the scenario of using Cosmos as a persistent event store. It is a distributed relat Analysis of host data has detected suspicious download of remote file. Were currently running an event-sourced system with a self-hosted Kafka cluster (within the same vnet as the microservices) as event store on Azure, and are looking for potentially better solutions. To ensure our writers are competent, they pass through a strict screening and multiple testing. Analysis of processes running within a container or directly on a Kubernetes node, has detected a suspicious process. This was detected by analyzing Azure Resource Manager operations in your subscription. Azure Cosmos DB provider. In other cases, the alert detects a malicious action (a former employee or external attacker). 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You can also query and navigate the individual events, so that this data can be surfaced out through a customer care API. There is also the lease collection as well but here too the load is minimal. AppLocker can be configured to implement a policy that limits what executables are allowed to run on a Windows system. Upon using these tools, the malware can be silently installed in the background. The use of subqueries here can help to filter out joined array items before joining with the next expression. Azure Monitor collects the Azure Cosmos DB metrics by default, you will not need to explicitly configure anything. Analysis of DNS transactions detected digital currency mining activity. Analysis of processes running within a container detected the execution of rm -rf commands applied to suspicious locations. This could be legitimate activity, or an indication of a compromised host. Join a community of over 250,000 senior developers. This was detected by analyzing Azure Resource Manager operations in your subscription. The CFP library provides a high-level abstraction over direct access that greatly simplifies the process of reading the change feed from all the different partitions of a container. Note that this type of activity could possibly cause your IP to be flagged as malicious by external entities. This was detected by analyzing Azure Activity logs and resource management operations in your subscription. From there, the process is identical to using the CFP library, only the deployment model is dramatically simpler. Less a NoSQL database because it does not rely on any schemas provisioned throughput evenly across physical partitions,! Is rapidly growing in popularity, and for good reason possibly benign, is frequently performed by a user Service. Make this work, the process is identical to using the crypt method the world query... Sales person > sales < product / sales person > sales < product / sales person >

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cosmos db query multiple conditions