All news with #gemini tag

Accelerate AI with Agents: EMEA Developer Series and Labs

🚀 Google Cloud is hosting a regional event series across EMEA to help developers and tech practitioners learn to build and scale AI agents. The program combines immersive, hands-on labs and expert-led workshops covering technologies such as Cloud Run, Vertex AI, Gemini, and the Agent Development Kit (ADK). Participants receive step-by-step guidance and practical exercises designed to accelerate agent deployments and operational readiness within organizations.

Researchers Disclose Trio of Gemini AI Vulnerabilities

🔒 Cybersecurity researchers disclosed three now-patched vulnerabilities in Google's Gemini suite that could have exposed user data and enabled search- and prompt-injection attacks. The flaws, labeled the Gemini Trifecta, impacted Gemini Cloud Assist, the Search Personalization model, and the Browsing Tool. Following responsible disclosure, Google stopped rendering hyperlinks in log summaries and implemented additional hardening. Tenable warned these issues could have allowed covert exfiltration of saved user information and location data.

Gemini Trifecta Exposes Indirect AI Attack Surfaces

⚠️Tenable has revealed three vulnerabilities in Google's Gemini platform, collectively dubbed the "Gemini Trifecta," that enable indirect prompt injection and data exfiltration through integrations. The issues allow attackers to poison GCP logs consumed by Gemini Cloud Assist, inject malicious entries into Chrome search history to manipulate the Search Personalization Model, and coerce the Browsing Tool into fetching attacker-controlled URLs that leak sensitive query data. Google has patched the flaws, and Tenable urges security teams to treat AI integrations as active threat surfaces and implement input sanitization, output validation, monitoring, and regular penetration testing.

Advanced Threat Hunting with LLMs and the VirusTotal API

🛡️ This post summarizes a hands-on workshop from LABScon that demonstrated automating large-scale threat hunting by combining the VirusTotal API with LLMs inside interactive Google Colab notebooks. The team recommends vt-py for robust programmatic access and provides a pre-built "meta Colab" that supplies Gemini with documentation and working code snippets so it can generate executable Python queries. Practical demos include LNK and CRX analyses, flattened dataframes, Sankey and choropleth visualizations, and stepwise relationship retrieval to accelerate investigations.

INDOT Used Google AI to Save 360 Hours and Meet Deadline

🚀 Indiana Department of Transportation built a week-long pilot on Google Cloud to meet a 30-day executive order, using a Retrieval-Augmented Generation workflow that combined rapid ETL, Vertex AI Search indexing, and Gemini. The system scraped and parsed decades of internal policies and manuals, produced draft reports across nine divisions with 98% fidelity, and saved an estimated 360 hours of manual effort, enabling INDOT to submit on time.

Gemini in Chrome: Secure AI for Enterprise Productivity

🤖 Gemini in Chrome brings AI assistance directly into the browser to help employees summarize reports, extract video insights, recall and navigate tabs, and take actions via integrations with Google Calendar, Docs, and Drive. Rolling out in the U.S. on Mac and Windows with Android availability and iOS coming soon, these features are configurable through Chrome Enterprise Core policies so IT retains control. AI Mode in the omnibox and enhanced Safe Browsing add context-aware responses and proactive protection against AI-driven scams.

Seattle Children’s Uses AI to Accelerate Pediatric Care

🤖 Seattle Children’s partnered with Google Cloud to build Pathway Assistant, a multimodal AI chatbot that turns thousands of pediatric clinical pathway PDFs into conversational, searchable guidance. Using Vertex AI and Gemini, the assistant extracts JSON metadata, parses diagrams and flowcharts, and returns cited answers in seconds. The tool logs clinician feedback to BigQuery and stores source documents in Cloud Storage, enabling continuous improvement of documentation and metadata.

Google Cloud's Differentiated AI Stack Fuels Startups

🚀 Google Cloud highlights how its differentiated AI tech stack is accelerating startup innovation worldwide, with nine of the top ten AI labs, most AI unicorns, and more than 60% of generative AI startups using its platform. Startups are leveraging Vertex AI, TPUs, multimodal models like Veo 3 and Gemini, plus services such as AI Studio and GKE to build agents, generative media, medical tools, and developer platforms. Programs like the Google for Startups Cloud Program provide credits, mentorship, and engineering support to help founders scale.

Gemini and Open-Source Text Embeddings Now in BigQuery ML

🚀 Google expanded BigQuery ML to generate embeddings from Gemini and over 13,000 open-source text-embedding models via Hugging Face, all callable with simple SQL. The post summarizes model tiers to help teams trade off quality, cost, and scalability, and introduces Gemini's Tokens Per Minute (TPM) quota for throughput control. It shows a practical workflow to deploy OSS models to Vertex AI endpoints, run ML.GENERATE_EMBEDDING for batch jobs, and undeploy to minimize idle costs, plus a Colab tutorial and cost/scale guidance.

Oklahoma DOT Modernizes Bridge Management with Google Cloud

🔍 ODOT teamed with Google Cloud and North Highland to centralize decades of bridge inspection, location, and maintenance data into BigQuery and govern it with Dataplex, creating a single trusted source for analysis. Non-technical and technical staff can query complex datasets conversationally through Gemini in Looker, while BigQuery ML powers predictive models to flag at-risk bridges ahead of failures. Secure sharing via Analytics Hub and unified governance enables better resource allocation, improved safety, and faster, data-driven decisions across the agency.

Fortinet + AI: Next‑Gen Cloud Security and Protection

🔐 AI adoption in the cloud is accelerating, reshaping workloads and expanding attack surfaces while introducing new risks such as prompt injection, model manipulation, and data exfiltration. Fortinet recommends a layered defense built into the Fortinet Security Fabric, combining zero trust, segmentation, web/API protection, and cloud-native posture controls to secure AI infrastructure. Complementing those controls, AI-driven operations and correlation — exemplified by Gemini 2.5 Pro integrations — filter noise, correlate cross-platform logs, and surface prioritized, actionable recommendations. Together these measures reduce mean time to detect and respond and help contain threats before they spread.

Indirect Prompt-Injection Threats to LLM Assistants

🔐 New research demonstrates practical, dangerous promptware attacks that exploit common interactions—calendar invites, emails, and shared documents—to manipulate LLM-powered assistants. The paper Invitation Is All You Need! evaluates 14 attack scenarios against Gemini-powered assistants and introduces a TARA framework to quantify risk. The authors reported 73% of identified threats as High-Critical and disclosed findings to Google, which deployed mitigations. Attacks include context and memory poisoning, tool misuse, automatic agent/app invocation, and on-device lateral movement affecting smart-home and device control.

Google Cloud: Monthly AI product and security update

🔔 This month Google Cloud expanded its AI stack across models, tooling, and security. Highlights include Gemini 2.5 Flash with native image generation and SynthID watermarking on Vertex AI, new Veo video models, the Gemini CLI, and a global Anthropic Claude endpoint. Google also published 101 gen‑AI blueprints, developer guidance for choosing tools, and security advances for agents and AI workloads.