All news with #agentic ai tag

APAC Security Leaders on AI: CISO Community Takeaways

🤖 At the Google Cloud CISO Community event in Singapore, APAC security leaders highlighted accelerating investment in cybersecurity AI to scale operations and enable business outcomes. They emphasized priorities: getting AI implementation and governance right, securing the AI supply chain, and translating cyber risk into board-level impact. Practical wins noted include reduced investigation time, agentic SOC automation, and strengthened threat intelligence sharing.

AI-Powered Villager Pen Testing Tool Raises Abuse Concerns

⚠️ The AI-driven penetration testing framework Villager, attributed to China-linked developer Cyberspike, has attracted nearly 11,000 PyPI downloads since its July 2025 upload, prompting warnings about potential abuse. Marketed as a red‑teaming automation platform, it integrates Kali toolsets, LangChain, and AI models to convert natural‑language commands into technical actions and orchestrate tests. Researchers found built‑in plugins resembling remote access tools and known hacktools, and note Villager’s use of ephemeral Kali containers, randomized ports, and an AI task layer that together lower the bar for misuse and complicate detection and attribution.

Five Trends Reshaping IT Security Strategies in 2025

🔒 Cybersecurity leaders report the mission to defend organizations is unchanged, but threats, technology and operating pressures are evolving rapidly. Five trends — shrinking or stagnating budgets, AI-enabled attacks, the rise of agentic AI, accelerating business speed, and heightened vendor M&A — are forcing changes in strategy. CISOs are simplifying tech stacks, increasing automation and outsourcing, and deploying AI for detection and response while wrestling with new authentication/authorization gaps. Vendor viability and consolidation now factor into resilience planning.

Five AI Use Cases CISOs Should Prioritize in 2025 and Beyond

🔒 Security leaders are balancing safe AI adoption with operational gains and focusing on five practical use cases where AI can improve security outcomes. Organizations are connecting LLMs to internal telemetry via standards like MCP, using agents and models such as Claude, Gemini and GPT-4o to automate threat hunting, translate technical metrics for executives, assess vendor and internal risk, and streamline Tier‑1 SOC work. Early deployments report time savings, clearer executive reporting and reduced analyst fatigue, but require robust guardrails, validation and feedback loops to ensure accuracy and trust.

AI-Powered Browsers: Security and Privacy Risks in 2026

🔒 An AI-integrated browser embeds large multimodal models into standard web browsers, allowing agents to view pages and perform actions—opening links, filling forms, downloading files—directly on a user’s device. This enables faster, context-aware automation and access to subscription or blocked content, but raises substantial privacy and security risks, including data exfiltration, prompt-injection and malware delivery. Users should demand features like per-site AI controls, choice of local models, explicit confirmation for sensitive actions, and OS-level file restrictions, though no browser currently implements all these protections.

Agent Integration with Open Standards: MCP and A2A

🔗 Azure's Agent Factory blog emphasizes that interoperability is the key to moving agentic AI from isolated prototypes to enterprise-scale solutions. The post promotes open standards like Model Context Protocol (MCP) and Agent2Agent (A2A) to enable shared context, reusable tools, and cross-framework collaboration across runtimes such as Semantic Kernel. It explains how Azure AI Foundry combines these protocols with thousands of connectors, unified observability, and governance so agents can act across SaaS, legacy systems, and custom APIs without costly rewrites.

Top Cybersecurity Trends: AI, Identity, and Threats

🤖 Generative AI remains the dominant force shaping enterprise security priorities, but the initial hype is giving way to more measured ROI scrutiny and operational caution. Analysts say gen AI is entering a trough of disillusionment even as vendors roll out agentic AI offerings for autonomous threat detection and response. The article highlights rising risks — from model theft and data poisoning to AI-enabled vishing — along with brisk M&A activity, a shift to identity-centric defenses, and growing demand for specialized cyber roles.

Agentic SOC Workshops: Practical AI for Security Teams

🛡️ The Agentic SOC Workshop is a complimentary, half-day event series from Google Cloud designed to help security professionals apply agentic AI and cloud-native threat intelligence to real-world operations. Attendees will participate in hands-on labs, a Capture the Flag challenge, and peer networking to learn how Gemini and Google Cloud tools can reduce alert fatigue and automate routine workflows. Sessions start in Los Angeles on Sept. 17 and Chicago on Sept. 19, with additional dates in October.

Partner-built AI Security Innovations on Google Cloud

🔒 Google Cloud and its partners announced a range of partner-built AI security solutions now available in the Google Cloud Marketplace. These integrations embed Gemini and Vertex AI into partner products — including CrowdStrike, Palo Alto Networks, Fortinet, and others — to protect models, data, applications, and agents. The collaborations emphasize automated detection, incident response, DLP, identity protection, and agent monitoring to reduce mean time to detect and respond, helping customers adopt AI securely.

Ask Ralph: Conversational AI Brings Personalized Styling

🤖 Ask Ralph is a conversational AI styling companion built on Azure OpenAI, available in the Ralph Lauren app in the US. It uses natural-language prompts to interpret open-ended requests, asks clarifying questions, and returns curated, fully stylized, visually presented and shoppable outfit recommendations drawn from real-time inventory. Powered by agentic AI capabilities, the experience plans, reasons, and acts to deliver personalized looks at scale. Microsoft positions this as part of broader Azure AI solutions for retail innovation.

The AI Fix #67: AI crowd fakes, gullible agents, scams

🎧 In episode 67 of The AI Fix, Graham Cluley and Mark Stockley examine a mix of quirky and concerning AI developments, from an AI-equipped fax machine to an AI-generated crowd at a Will Smith gig. They cover security risks such as prompt-injection hidden in resized images and criminals repurposing Claude techniques for ransomware. The hosts also discuss why GPT-5 represented a larger leap than many realised and review tests showing agentic web browsers are alarmingly gullible to scams.

Shadow AI Agents Multiply Rapidly — Detection and Control

⚠️ Shadow AI Agents are proliferating inside enterprises as developers, business units, and cloud platforms spin up non-human identities and automated workflows without security oversight. These agents can impersonate trusted users, exfiltrate data across boundaries, and generate invisible attack surfaces tied to unknown NHIs. The webinar panel delivers a pragmatic playbook for detecting, governing, and remediating rogue agents while preserving innovation.

How CISOs Are Experimenting with AI for Security Operations

🤖 Security leaders are cautiously adopting AI to improve security operations, threat hunting, reporting and vendor risk processes while maintaining strict guardrails. Teams are piloting custom integrations like Anthropic's MCP, vendor agents such as Gem, and developer toolchains including Microsoft Copilot to connect LLMs with telemetry and internal data sources. Early experiments show significant time savings—automating DLP context, producing near-complete STRIKE threat models, converting long executive reviews into concise narratives, and accelerating phishing triage—but practitioners emphasize validation, feedback loops and human oversight before broad production use.

GKE Turns 10 Hackathon: Build Agentic AI Microservices

🚀 Join the GKE Turns 10 Hackathon to build next‑generation microservices enhanced with agentic AI. Google provides sample applications (Bank of Anthos or Online Boutique), example agents on GitHub, documentation, quickstarts and a webinar to help teams get started. Submissions must run on GKE and use Google AI models such as Gemini, with agents interacting via APIs rather than altering core application code. Participants may also use the Agent Development Kit (ADK), Model Context Protocol (MCP) and Agent2Agent (A2A) to extend functionality.

Agent Factory Recap: AI, Future Development, Vibe Coding

🛠️ In Episode #6 of the Agent Factory podcast, Keith Ballinger discusses how AI agents and the Gemini CLI are reshaping software development and elevating developers into orchestration and context engineering roles. He demonstrates 'vibe coding' with live demos that produced a command-line markdown viewer in under 15 minutes and highlights open-source projects Terminus and Aether as practical examples. The episode also addresses infrastructure for AI workloads, multi-cloud and edge orchestration, and the growing need for human review in regulated industries.

Baseten: improved cost-performance for AI inference

🚀 Baseten reports major cost-performance gains for AI inference by combining Google Cloud A4 VMs powered by NVIDIA Blackwell GPUs with Google Cloud’s Dynamic Workload Scheduler. The company cites 225% better cost-performance for high-throughput inference and 25% improvement for latency-sensitive workloads. Baseten pairs cutting-edge hardware with an open, optimized software stack — including TensorRT-LLM, NVIDIA Dynamo, and vLLM — and multi-cloud resilience to deliver scalable, production-ready inference.

Agentic Tool Hexstrike-AI Accelerates Exploit Chain

⚠️ Check Point warns that Hexstrike-AI, an agentic AI orchestration platform integrating more than 150 offensive tools, is being abused by threat actors to accelerate vulnerability discovery and exploitation. The system abstracts vague commands into precise, sequenced technical steps, automating reconnaissance, exploit crafting, payload delivery and persistence. Check Point observed dark‑web discussions showing the tool used to weaponize recent Citrix NetScaler zero-days, including CVE-2025-7775, and cautions that tasks which once took weeks can now be completed in minutes. Organizations are urged to patch immediately, harden systems and adopt adaptive, AI-enabled detection and response measures.

Agent Factory: From Prototype to Production with Foundry

🔧 Azure AI Foundry aims to accelerate the path from IDE prototypes to enterprise-grade AI agents. It emphasizes local-first prototyping, a single, consistent Model Inference API, and one-click deployment from VS Code and GitHub so developer code runs unchanged in production. Foundry supports popular frameworks like Semantic Kernel and AutoGen, embraces open protocols (MCP, A2A), and supplies prebuilt connectors, observability, and enterprise guardrails to scale agents securely.

Agent Development Kit Hackathon: Winners and Highlights

🚀 The Agent Development Kit (ADK) Hackathon concluded with more than 10,400 participants from 62 countries, 477 submitted projects, and 1,500+ agents built. The competition emphasized multi-agent orchestration for automation, data analysis, customer service, and content generation, awarding SalesShortcut the Grand Prize. Regional winners included Energy Agent AI, Edu.AI, GreenOps, and Nexora-AI, and organizers pointed participants to ADK documentation and developer forums while announcing an upcoming GKE hackathon with over $50,000 in prizes.

AWS Transform for VMware Adds IP Range Flexibility

🔁 AWS Transform for VMware now supports VPC CIDR range modifications to prevent IP conflicts during migrations. The service automatically updates all associated resources — including subnets, security groups, routing tables, and target instances — when you change VPC CIDRs. You can preserve source IPs, apply adjusted addresses aligned to new VPC CIDRs, or choose DHCP-based assignment. Agentic AI automation speeds discovery, planning, and migration workflows and the feature is available in additional regions including US East (Ohio), Europe (Stockholm), and Europe (Ireland).