All news with #how to tag

🚀 This codelab walks developers through building a functional travel chatbot using Google's Gemini via the Vertex AI SDK. It explains how to connect a web frontend to Gemini, craft system instructions to shape assistant behavior, and enable function-calling to fetch live data such as geocoding and weather. No advanced ML expertise is required; the lab provides step-by-step code samples, API usage, and practical recommendations for iterating prompts so you can produce a working, production-ready demo.

🔁 This AWS Security Blog post by Samuel Folkes outlines a practical approach to migrating authorization from Open Policy Agent (OPA) and Rego to Amazon Verified Permissions using the Cedar policy language. It highlights key benefits: a fully managed service, reduced operational overhead, and significant performance gains. The article walks through schema design, common translation patterns (RBAC, ABAC, ReBAC), application integration changes, testing practices, and a phased deployment strategy to compare and validate behavior during migration.

🔒 A growing scam exploits WhatsApp’s screen-sharing feature to trick users into exposing verification codes, passwords and banking details during video calls. Attackers pose as banks, service providers or contacts, create urgency, then request screen sharing or the installation of remote-access apps like AnyDesk or TeamViewer. Once granted, they capture OTPs, install malware or coerce transfers, enabling account takeover and financial theft. Stay skeptical: never share screens, passwords or verification codes with strangers.

🧭 This guide summarizes Multi-Agent System (MAS) fundamentals and explains how Google’s Agent Development Kit (ADK) helps developers assemble cooperating agents to solve complex tasks. It outlines three agent roles — LLM Agents for reasoning, Workflow Agents for orchestration, and Custom Agents for bespoke logic — and describes hierarchical organization and orchestration patterns (sequential, parallel, loop). The post also reviews communication options (shared state, LLM delegation, explicit invocation) and points developers to samples and codelabs for rapid prototyping.

🔒 Modern browsers include sandboxing, but attackers exploit expected behaviors to bypass protections. A new on-demand webinar from Keep Aware outlines the top three browser-layer threats—credential theft, malicious extensions, and lateral movement—and explains why tools like CASBs, SWGs, and EDRs often miss these attacks. It shows how real-time browser visibility, policy enforcement, and behavioral detection extend protection into everyday user activity. The session is aimed at CISOs and security leaders seeking practical steps to close this blind spot.

🔍 In this episode of Unlocked 403, host Becks speaks with Alena Košinárová, a software engineer at ESET, to unpack the psychological tactics behind social engineering and why people fall for scams even when they know better. They discuss how public information and social media amplify attackers' effectiveness and outline practical measures to reduce exposure. The segment balances behavioral insight with clear, actionable defenses.

🔬 Google Cloud presents how researchers can accelerate scientific workflows by combining Gemini Enterprise with integrated HPC infrastructure. It showcases AI agents—like the Deep Research agent for literature synthesis and the Idea Generation agent for proposing and ranking hypotheses—alongside developer tooling such as Gemini Code Assist and Gemini CLI for code, debugging, and workflow automation. The platform pairs these capabilities with purpose-built VMs (H4D, A4, A4X) and Google Cloud Managed Lustre to scale simulations and analysis.

🔍 This November VirusTotal is offering uncapped GUI searches for all Enterprise customers, allowing manual queries through the web interface without consuming quota. Take this opportunity to experiment with VirusTotal Intelligence search modifiers to pivot across hashes, domains, IPs, and URLs, hunt for related samples, and uncover campaign infrastructure. API interactions will continue to consume quota, while daily shared queries and community tips — tagged #MonthOfVTSearch — will help users explore advanced search techniques.

🛡️ Rapid, methodical incident response is essential when you suspect unauthorized access. Activating a rehearsed IR plan and notifying a cross-functional incident team (including HR, PR, legal and executives) helps you quickly establish scope, preserve evidence and maintain chain of custody. Contain affected systems without destroying forensic data, protect offline backups, notify regulators, insurers and law enforcement, then proceed to eradication, recovery and hardening.

🛠️ This post introduces dynamic binary instrumentation (DBI) and provides a hands-on guide to building DBI tooling using DynamoRIO on Windows 11. It explains the difference between static and dynamic instrumentation and highlights practical uses such as malware analysis, anti-anti-analysis techniques, runtime de-obfuscation, and automated unpacking. The tutorial includes example clients, build instructions, and a GitHub repository with sample code to help researchers get started.

📡 The Resilience Risk Operations Center (ROC) reframes cyber defense by fusing technical, business and financial intelligence into a single operating environment. Rather than relying solely on a traditional SOC that reacts to alerts, the ROC prioritizes threats using actuarial and claims data to show potential financial impact and guide urgent decisions. Inspired by the US Air Force AOC, it co-locates multidisciplinary experts to anticipate attacks and accelerate response. Early use, including response to an April 2024 VPN zero-day, showed faster mitigation and reduced losses.

🔒 Google Cloud's Parameter Manager centralizes application configuration to avoid hard-coded credentials and fragile config files, supporting validated JSON and YAML payloads as well as arbitrary unformatted data. It integrates with Secret Manager using a __REF__ syntax to keep confidential values separate and uses versioned, immutable parameter versions to prevent accidental changes. The post walks through storing an API key in Secret Manager, granting the Parameter Manager IAM principal access, and calling renderParameterVersion from a Node backend. A sample React/Node weather app demonstrates runtime configuration, fallback dummy data, and advanced patterns such as regional parameters and feature rollouts.

🛡️ Scouting America (formerly Boy Scouts) has introduced a new cybersecurity merit badge that highlights digital safety, basic cyber hygiene, and introductory technical skills for youth. The announcement includes a well-designed badge image that has been picked up by mainstream coverage, drawing attention to how organizations are teaching online risk awareness. The author notes the image looks good and expresses a personal wish to earn the badge.

🤖 This post explains how System Integrator partners can build, scale, and manage enterprise-grade AI agents using Google Cloud technologies like Agent Engine, the Agent Development Kit (ADK), and Gemini Enterprise. It summarizes architecture patterns including runtime, memory, the Model Context Protocol (MCP), and the Agent-to-Agent (A2A) protocol, and contrasts managed Agent Engine with self-hosted options such as Cloud Run or GKE. Customer examples from Deloitte and Quantiphi illustrate supply chain and sales automation benefits. The guidance highlights security, observability, persistent memory, and model tuning for enterprise readiness.

📡 This recap of the Agent Factory podcast episode, hosted by Annie Wang with guest Ivan Nardini, explains how to evaluate autonomous agents using a practical, full-stack approach. It outlines what to measure — final outcomes, chain-of-thought, tool use, and memory — and contrasts measurement techniques: ground truth, LLM-as-a-judge, and human review. The post demonstrates a 5-step debugging loop using the Agent Development Kit (ADK) and describes how to scale evaluation to production with Vertex AI.

🛡️ Minecraft mods can enhance gameplay but also serve as vectors for malware. This article explains how threat actors disguise Trojans, infostealers, ransomware and cryptominers as mods or cheat tools and distribute them via GitHub, mod repositories and forums. It outlines practical precautions — sourcing mods from trusted repositories, checking developer reputation and file types, using non-admin accounts, backups and security software — and steps to take if a mod is suspected malicious.

🎬 This guide introduces Veo 3.1, Google Cloud's improved generative video model available in preview on Vertex AI, and explains how to move beyond "prompt and pray" toward deliberate creative control. It highlights core capabilities—high-fidelity 720p/1080p output, variable clip lengths, synchronized dialogue and sound effects, and stronger image-to-video fidelity. The article presents a five-part prompting formula and detailed techniques for cinematography, soundstage direction, negative prompting, and timestamped scenes. It also describes advanced multi-step workflows that combine Gemini 2.5 Flash Image to produce consistent characters and controlled transitions, and notes SynthID watermarking and certain current limitations.

🔍 Network Detection and Response (NDR) can reveal dark web activity that hides within routine enterprise traffic by identifying anonymization protocols, unusual ports, and anomalous behavioral patterns. The article outlines four practical steps: identify dark web gateways (Tor, I2P, Freenet), understand NDR capabilities, deploy sensors across core, edge and internal segments, and run detection and hunting workflows including baselining, Tor/I2P/P2P monitoring, DNS and VPN checks. It emphasizes automated alerts for characteristic Tor ports and signatures, lateral-movement detection, C2 beaconing analysis, and enrichment with threat intelligence, and highlights Corelight’s Open NDR Platform as a vendor solution.

🔍 Regularly search for yourself—names, emails and usernames—to uncover forgotten accounts, impersonators, and exposed data. Delete obsolete accounts, revoke third‑party access, clear browser and device traces, and use unique passwords stored in a reliable manager. Use tools like Just Delete Me and breach monitors such as Have I Been Pwned, invoke your right to be forgotten where applicable, and request archive removals. Tighten app permissions, unsubscribe from old lists, and consider privacy‑focused services or stronger 'paranoid' measures if needed.

⚙️ This post introduces the fundamentals of chaos engineering and explains why deliberately injecting controlled failures helps teams build more resilient cloud-native systems. It covers core principles — such as defining a steady-state hypothesis, limiting blast radius, replicating realistic failure modes, and automating experiments — and translates them into practical steps for experiment design, fault injection, probing, and rollback. The article recommends using Chaos Toolkit and points to Google Cloud–specific recipes to help engineers begin safely and iteratively.