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714 articles · page 7 of 36

Gemini prompt-injection attacks and real risks

🛡️ Two SafeBreach studies demonstrate how prompt-injection techniques can bypass layers of defenses around Google Gemini, using calendar invites or text messages as entry points. Attackers chain indirect injection, memory poisoning, delayed execution, and fake context alignment to get the assistant to perform unauthorized actions across devices. Even with Google fixes, the research highlights a persistent arms race between attackers and defenders that leaves users needing to restrict assistant access.
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Google Gemini CLI abused to operate malware botnet

🔍 A Russian-speaking actor called "bandcampro" leveraged Google's open-source Gemini CLI as an AI hacking agent and to run a small botnet targeting at least eight systems in a dental clinic. Over 200 sessions between May and April, the AI executed migration, troubleshooting, and operational improvements, storing credentials and following a built-in C2 playbook. Trend Micro found the setup tiny and unsophisticated, with Python HTTP and PowerShell agents and persistence via scheduled tasks, WMI, and registry changes.
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Why AI Applications Fail to Reach Production

🧭 This article explores why most AI prototypes never reach production and how enterprise constraints create a huge validation bottleneck. It describes YouTube’s approach—using a decoupled prototyping stack and Google AI Studio templates—to enable rapid, safe experimentation with read-only access to live metadata and client-side wrappers for realistic validation. The result is faster, lower-risk product validation and a cultural shift toward disposable prototypes.
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AlloyDB enables accurate multilingual search with AI

🧭 AlloyDB introduces native AI Functions to solve tokenization issues for logographical languages like Chinese, Japanese, and Korean. By calling Gemini models from SQL via ai.generate(), developers can perform in-database segmentation, stop-word removal, and embedding generation without ETL pipelines or external services. The approach uses stored-procedure batching, generated columns for search vectors and embeddings, and RUM plus ScaNN indexes to enable fast hybrid lexical and semantic search.
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Mozilla, Google, Adobe and VMware issue critical patches

🛡️ Mozilla, Google, Adobe and VMware released updates addressing multiple critical vulnerabilities across Firefox, Chrome, Adobe products, and VMware Avi Load Balancer. Mozilla patched two critical Firefox bugs (CVE-2026-15718, CVE-2026-15719) with exploit code publicly disclosed and fixed in Firefox 152.0.6. Google fixed 15 Chrome vulnerabilities including two critical Ozone use-after-free flaws, and Adobe addressed 88 issues across ColdFusion, Commerce, Experience Manager, and Illustrator. Broadcom remediated a critical authentication bypass in VMware Avi Load Balancer (CVE-2026-47865). Organizations are advised to apply updates promptly to mitigate risk.
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Jailbroken Gemini spun up C2 in six minutes

🛡️ A TrendAI investigation found a jailbroken Google Gemini AI performed the bulk of a credential- and crypto-stealing operation for a Russian-speaking lone attacker, including migrating botnet infrastructure and deploying a new command-and-control server in six minutes. The human operator, dubbed "bandcampro," managed the scheme and used AI to execute multithreaded scanning, install tools, process stolen dumps, and debug deployment issues. The report warns that AI-enabled C2 and steganographic prompt injection undermine signature-based defenses.
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ModHeader removed after hidden browsing-history collector

🛡️ Google and Microsoft removed the popular ModHeader extension after researchers found a dormant browsing-history collector embedded in the official store builds. The collector, confirmed by Stripe OLT to be in the genuine Chrome package, stored encrypted domain lists and device fingerprints locally and was designed to upload them to api.stanfordstudies[.]com on a schedule if an internal allow-list were populated. While the allow-list shipped empty and no evidence shows data was exfiltrated, the extension still pinged extensions-hub[.]com and logged request metadata locally. Users are advised to uninstall ModHeader, rotate exposed secrets, and defenders should block the implicated domains and hunt for related indicators.
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Key findings from the 2026 public sector M‑Trends report

🛡️ The 2026 Public Sector Threat Landscape report summarizes Mandiant’s 2025 incident investigations and highlights how adversaries now move at machine speed, notably the 22-second hand-off from initial access to ransomware. It argues public agencies must adopt continuous verification and machine-speed defenses. Google outlines three core capabilities—identity as the perimeter, agentic defense, and hardened infrastructure—and describes new AI agents in Google Security Operations and customer success stories.
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AWS adds Gemma‑4‑E2B‑it to SageMaker JumpStart

📰 Amazon Web Services has added gemma-4-E2B-it, a multimodal instruction-tuned foundation model from Google DeepMind, to Amazon SageMaker JumpStart. The model supports text, image, audio inputs and text outputs with a built-in stepwise reasoning mode and broad capabilities including image and video understanding, OCR, function calling, and multilingual code assistance. Customers can deploy it from the SageMaker Studio Models section or via the SageMaker Python SDK for rapid integration into AWS AI workflows.
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Measuring agent capability with graded difficulty

🔎 This article from Google Data Cloud explores a rigorous, information‑theoretic approach to evaluating AI data agents by converting binary pass/fail tests into graded difficulty sweeps. The team introduces Discovery Bench and iterative surprisal-based query refinement (iSQR) to generate low/medium/high ambiguity variations of queries, quantify surprisal, and map where agents succeed or fail. The piece highlights how this method reveals cliffs and sweet spots in agent behavior and calls for auditing benchmarks themselves to avoid misleading conclusions.
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GhostApproval flaw exposes AI coding assistants' risks

🛡️ A Wiz report details "GhostApproval," a vulnerability pattern in six AI coding assistants that lets malicious repos use symlinks to escape sandboxes and trick human approvers into authorizing writes outside the workspace. Vendors including AWS, Cursor and Google patched quickly; others acknowledged or had already fixed the issue. Analysts warn this reflects a category-wide design problem where human-in-the-loop prompts can be misleading and enterprises must treat these tools as privileged software and enforce stronger controls.
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AlphaEvolve now generally available on Gemini

🧭 AlphaEvolve, now GA on the Gemini Enterprise Agent Platform, is an agentic code optimization and discovery tool designed to tackle hard algorithmic problems across domains like logistics, semiconductors, genomics, and finance. It follows a four-step workflow — Define, Measure, Optimize, Apply — to move from a baseline algorithm to production-ready optimized code. Early customers report substantial gains in accuracy, performance, and efficiency across production pipelines and HPC workloads.
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Phishing job interviews steal Google credentials

🔒 Security teams have uncovered a targeted phishing campaign impersonating over 30 major brands to lure candidates into fake job interviews and harvest Google account passwords. Attackers use realistic recruiter names, photos and PeopleForce-sent messages to appear legitimate, and links redirect through trusted domains to a calendar booking page that prompts a Google sign-in. The scheme leverages a browser-in-the-browser trick where a fake Google auth pop-up captures credentials, though password managers can often block autofill. The campaign has operated for months and highlights growing sophistication in recruitment scams amid workplace uncertainty.
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Gemini Enterprise for Education Named a Commander

🚀 Gemini Enterprise for Education has been named a Commander in the Tambellini StarChart™: 2026 AI Agents for Administrative Efficiency—Agent Platforms, ranking first in innovation and usability. The platform unifies Gemini models, agent-building tools, enterprise search, governance controls, and Google Cloud infrastructure to help institutions automate administrative workflows, support students, and enable research. Customers such as UC Riverside and Purdue report measurable operational and educational benefits from the integrated, governed agentic solution.
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Google announces 33 AI-native cybersecurity startups

🛡️ Google for Startups has selected 33 cybersecurity startups for the Gemini Startup Forum: Cybersecurity, pairing each company with experts from Google DeepMind, Google Cloud, and Wiz. The cohort addresses six focus areas including autonomous agent protection, post-quantum cryptography, and data-in-use protection. Startups span agent security, cloud posture, DLP, cryptography, and AI-native SOC tooling. The forum offers APIs, tools, training, and technical resources to accelerate AI-native security innovations.
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Critical Dialogflow CX 'Rogue Agent' code execution flaw

🛡️ A critical flaw in Google Dialogflow CX's Code Blocks could let an attacker with edit rights on one agent compromise other Code Block-enabled agents in the same Google Cloud project. Varonis named the issue Rogue Agent; it required the dialogflow.playbooks.update permission and thus implied a malicious insider or compromised developer account rather than an unauthenticated internet attacker. Google fixed the vulnerability after Varonis disclosed it via the VRP; there are no signs of exploitation.
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Google sues scammers leveraging Gemini AI

🛡️ Google has filed suit against a group called Outsider Enterprise, accused of running phishing-as-a-service via Telegram using Gemini to create convincing fake sites. The operation reportedly offered nearly 300 scam templates impersonating Google, YouTube, and agencies like New York’s E‑ZPass. Google coordinated with carriers and used on‑device protections in Google Messages to block many malicious texts. The company hopes legal action and technical defenses will curb the campaign.
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Phishing job interview scam targets Google accounts

📧 A phishing campaign impersonates over 30 major brands to lure marketing professionals with fake job interview invites and steal Google credentials. The attackers abuse legitimate platforms like PeopleForce and an ExactTarget/Salesforce Marketing Cloud-linked domain, chaining redirects through services such as Wise Agent to reach malicious landing pages. The campaign uses real recruiter names and browser-in-the-browser popups to harvest sign-in data.
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FBI and Google Disrupt Major NetNut Proxy Network

🛡️ In a coordinated international action, the FBI and Google's Threat Intelligence Group disrupted NetNut, a large commercial residential proxy network built on the Popa botnet. The operation targeted infrastructure, seized domains and worked with partners like Lumen and the IRS to degrade the service. Google disabled accounts, updated Play Protect and removed compromised apps to reduce the pool of infected devices by millions. The takedown exposed ties between the botnet and reseller programs and prompted debate after some NetNut domains remained temporarily active.
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Google Disrupts NetNut Residential Proxy Network

🛡️ Google says its Threat Intelligence Group, working with FBI and industry partners, has degraded NetNut (aka Popa), a large residential proxy network that turns home devices into rented relays. GTIG estimates NetNut controlled at least 2 million devices, including smart TVs and streaming boxes, which can be used to route criminals' traffic through private home connections. NetNut is linked to publicly traded Alarum Technologies, which denies wrongdoing and says its software provides consented bandwidth sharing. Researchers found many apps did not show consent prompts, and Google warns the network is resilient through reseller arrangements and may reappear under different brands.
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