scripts

Tech Optimizer
June 2, 2025
Organizations are transitioning from legacy database systems like Microsoft SQL Server and Oracle to open-source alternatives such as PostgreSQL to reduce costs and enhance scalability. This migration process involves several steps, including schema conversion, business logic transformation, data migration, application changes, and performance tuning. Amazon Bedrock aids this process by automating schema and code conversion, data transformation, identifying code compatibility issues, and generating test cases for validation. The migration challenges include adapting database objects to PostgreSQL's syntax, converting stored procedures and functions, executing ETL processes for data accuracy, modifying application code, and optimizing performance. Amazon Bedrock utilizes generative AI to simplify these tasks, significantly reducing manual effort and errors. An example of code conversion from Microsoft SQL Server to PostgreSQL is provided, illustrating how to convert a stored procedure into a PostgreSQL function while generating corresponding test cases. The process involves using the Amazon Bedrock chat interface to submit prompts for conversion and validation. To support the migration, table creation scripts for the Employees and SalaryUpdateLog tables are included, along with test data that covers various employee scenarios. This data allows for comprehensive testing of the converted function, ensuring it correctly applies salary updates based on specified criteria.
Tech Optimizer
June 2, 2025
Alexey has developed the pgpro-otel-collector, an OpenTelemetry collector by PostgresPro, designed to gather metrics and logs from PostgreSQL databases. It collects PostgreSQL metrics using an internal metrics library, OS-level metrics such as CPU and memory usage, and PostgreSQL logs in CSV and JSON formats. The collector includes internal processors for batch processing and supports exporting to OTLP-compatible backends like Elasticsearch and Prometheus. Installation is straightforward, requiring configuration of the Postgres connection and data destination. The collector can gather a range of PostgreSQL statistics and supports advanced features like CFS and pg_wait_sampling. Future enhancements include support for additional system views, integration with Shardman and BiHA, collection of custom query-based metrics, and a Grafana dashboard. Alexey's background includes experience with various monitoring tools and a focus on PostgreSQL, leading to the creation of this collector.
Winsage
May 31, 2025
A new strain of malware has been operating undetected on Windows systems for several weeks, utilizing advanced evasion techniques that corrupt its Portable Executable (PE) headers to avoid detection. Security researchers discovered this malware embedded in the memory of a compromised system during an investigation, using a 33GB memory dump that revealed its presence in a dllhost.exe process with process ID 8200. The malware, classified as a Remote Access Trojan (RAT) by Fortinet, employs batch scripts and PowerShell commands for its attack and has capabilities for screenshot capture, remote server functionality, and system service manipulation. Its command and control infrastructure uses encrypted communications, complicating detection efforts. The malware's distinctive feature is the deliberate corruption of DOS and PE headers, which hinders reverse engineering and complicates the reconstruction of the executable from memory dumps. Researchers had to manually locate the malware’s entry point and resolve complex import tables for it to function in a controlled environment.
Tech Optimizer
May 29, 2025
All modern Windows PCs come with Microsoft Defender, a built-in antivirus solution. A tool called Defendnot can disable Microsoft Defender by tricking Windows into believing another antivirus is active. It uses an undocumented API to register a counterfeit antivirus, which leads to Microsoft Defender being automatically disabled without user notification. Defendnot creates a scheduled task for persistence and allows customization of the antivirus name. It is a successor to a previous project, No-Defender, which was removed due to copyright issues. Currently, Microsoft Defender flags Defendnot as a threat.
Tech Optimizer
May 24, 2025
Generative AI applications are being integrated with relational databases, allowing organizations to utilize structured data for training AI models. This integration involves using the RDS Data API with Amazon Aurora PostgreSQL-Compatible Edition and Amazon Bedrock for AI model access and automation. The solution enables natural language queries to be converted into SQL statements, executed against the database, and returns results in a user-friendly format. The architecture includes several steps: invoking the Amazon Bedrock agent with natural language input, generating SQL queries using large language models (LLMs), executing those queries via the Data API, and returning formatted results. Security measures are in place to restrict operations to read-only, preventing modifications that could compromise data integrity. To implement this solution, prerequisites include deploying an Aurora PostgreSQL cluster using AWS CDK and setting up the necessary Lambda functions and IAM roles. The agent is designed to convert natural language prompts into SQL queries and execute them securely. Testing can be conducted through the Amazon Bedrock console or the InvokeAgent API, with options for tracing the agent's steps. Key considerations for this integration include limiting it to read-only workloads, implementing parameter validation to prevent SQL injection, and ensuring comprehensive logging and auditing. For multi-tenant applications, appropriate isolation controls should be established. To avoid future charges, all resources created through CDK should be deleted after use.
Tech Optimizer
May 23, 2025
Cloudflare, in collaboration with Microsoft and international law enforcement, has dismantled the infrastructure of LummaC2, an information-stealing malware service. This initiative led to the seizure and blocking of malicious domains and disrupted digital marketplaces used by criminals. Lumma Stealer operates as a subscription service providing threat actors access to a central panel for customized malware builds and stolen data retrieval. The stolen information includes credentials, cryptocurrency wallets, and sensitive data, posing risks of identity theft and financial fraud. Lumma Stealer was first identified on Russian-language crime forums in early 2023 and has since migrated to Telegram for distribution. Its proliferation is facilitated by social engineering campaigns, including deceptive pop-ups and bundled malware in cracked software. Cloudflare implemented measures to block access to Lumma's command and control servers and collaborated with various authorities to prevent the criminals from regaining control. Mitigation strategies for users include restricting unknown scripts, limiting password storage in browsers, and using reputable endpoint protection tools. The operation has significantly hindered Lumma's operations and aims to undermine the infostealer-as-a-service model contributing to cybercrime.
Tech Optimizer
May 23, 2025
The AhnLab Security Intelligence Center (ASEC) has identified a new strain of backdoor malware that works with a Monero coin miner, utilizing the PyBitmessage library for covert P2P communications. This malware uses encryption to secure data exchanges and anonymize identities, complicating detection by security tools. It decrypts resources using XOR operations to deploy a Monero miner and a backdoor component. The Monero miner exploits the cryptocurrency's anonymity, while the backdoor, created with PowerShell, installs PyBitmessage and retrieves files from GitHub or a Russian file-sharing platform. Commands are executed as PowerShell scripts, making detection difficult. The malware may be distributed as legitimate software or cracked files. ASEC advises caution with unverified files and recommends keeping security solutions updated. Indicators of Compromise (IOCs): - MD5: 17909a3f757b4b31ab6cd91b3117ec50 - MD5: 29d43ebc516dd66f2151da9472959890 - MD5: 36235f722c0f3c71b25bcd9f98b7e7f0 - MD5: 498c89a2c40a42138da00c987cf89388 - MD5: 604b3c0c3ce5e6bd5900ceca07d587b9 - URLs: - http://krb.miner.rocks:4444/ - http://krb.sberex.com:3333/ - http://pool.karbowanec.com:3333/ - http://pool.supportxmr.com:3333/ - https://spac1.com/files/view/bitmessage-6-3-2-80507747/
AppWizard
May 20, 2025
The latest Google I/O event introduced several AI-driven features across Google's products aimed at enhancing user experience and productivity. - Gmail will receive AI-powered personalized reply suggestions, inbox cleanup, and faster appointment scheduling through the new Gemini tool. - Google Meet will offer real-time speech translation in multiple languages for AI Pro and Ultra subscribers, starting with English and Spanish. - Google Vids will enable users to convert slides into videos, generate scripts, and refine recordings using AI, with features like AI avatars for video production. - Imagen 4 will enhance visual content creation in Slides, Vids, and Docs by generating richer images and accurate text rendering. - Google Docs will incorporate Gemini for source-grounded writing assistance, allowing users to link relevant data and documents directly within their writing.
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