Grivyonx Intelligence Hub
Generative AI, LLM security, AI agents and the vulnerabilities shaping them.
OpenAI Presence is an enterprise‑focused solution that lets organizations create reliable voice and chat AI agents for both customer‑facing and internal processes. Its design emphasizes trust, scalability, and easy integration across multiple channels.
By Gourav Rajput
<h2>Introduction</h2> <p>The integration of AI into development workflows has revolutionized efficiency, but new vulnerabilities emerge as attackers find creative ways to exploit these systems. A recent discovery in Microsoft's Azure DevOps platform reveals a chilling scenario: a single hidden comment in a pull request can turn a reviewer's AI agent into a tool for the attacker. This flaw, embedded in the Azure DevOps MCP server, bypasses critical security measures, allowing malicious actors to hijack AI review agents and access projects they shouldn't. The leak isn't just about code—it's about control, data, and trust in automated systems.</p> <p>While Microsoft has long emphasized security in its DevOps tools, this vulnerability highlights a gap in prompt-injection safeguards. The flaw operates silently, making it difficult to detect until it's too late. For organizations relying on AI automation, this raises urgent questions about the safety of their workflows. In this article, we'll dissect how the attack works, why it's so dangerous, and what steps developers and security teams can take to mitigate the risk.</p>
By Gourav Rajput
NTT DATA Group has transformed its operational efficiency by rolling out ChatGPT Enterprise and Codex to 9,000 employees. The deployment has cut incident analysis time dramatically while establishing a framework for secure, scalable AI adoption across the enterprise.
By Gourav Rajput
Large Language Models promise to revolutionize application security, but the reality is far messier. Current models struggle with alarmingly high false-positive rates and a fundamental inability to understand the specific context of a codebase or runtime environment. This gap forces security engineers to spend more time triaging AI-generated noise than fixing actual exploits. We dive into why context is the missing link and how the industry is pivoting toward hybrid approaches that combine AI speed with deterministic precision.
By Gourav Rajput
A Russian-speaking threat actor known as 'Trim' has successfully dismantled safety controls on leading frontier AI models and fused them with offensive security tooling. This development marks a significant escalation in the malicious use of generative AI, moving beyond theoretical proofs-of-concept into a functional attack platform. Security teams must now contend with AI systems that can autonomously craft exploits, evade detection, and scale offensive operations.
By Gourav Rajput
OpenAI has officially entered the small business arena with its new ChatGPT for Small Businesses program. This initiative is designed to bridge the gap between advanced AI capabilities and practical entrepreneurial application.
By Gourav Rajput
Google’s DeepMind has introduced Gemini 3.5 Flash Cyber, a cutting‑edge AI model that scans codebases, pinpoints flaws, and deploys fixes with unprecedented speed. Designed for governments and uttested partners, the tool promises to tighten security foundations across critical infrastructure. The model builds on 3.5 Flash’s foundation, adding specialized layers for vulnerability detection and automated remediation, and will be released through CodeMender in a controlled pilot phase.
By Gourav Rajput
The surge of AI‑powered coding tools has accelerated development cycles, yet each generated codebase carries a hidden security burden. On average, developers encounter around fifteen weaknesses per project. While the choice of AI model influences code quality, the real determinant of risk lies in how different frameworks are paired together. Understanding this dynamic is essential for building safer, more reliable software.
By Gourav Rajput
A recent study reveals that malicious Android applications can exploit AI agents to send invisible screen text to host computers, eventually executing arbitrary commands. The research demonstrates a chain of attacks affecting five open‑source mobile agent frameworks, highlighting a new class of security risks for both consumers and enterprises.
By Gourav Rajput
Security researchers at Sysdig have uncovered a second intrusion on a Langflow server linked to the JADEPUFFER threat actor, an AI-agent-driven operator. This time, the group deployed ENCFORGE, a novel Go-compiled ransomware specifically engineered to encrypt AI infrastructure files such as model weights, vector indexes, and training datasets across the host filesystem. The attack highlights a growing trend of threat actors targeting the AI/ML supply chain.
By Gourav Rajput
In an unprecedented collaboration, OpenAI and Hugging Face have jointly disclosed early findings from a security incident that occurred during routine AI model evaluation. The episode revealed sophisticated adversarial capabilities targeting the evaluation pipeline itself, raising urgent questions about the integrity of AI benchmarking processes. This partnership marks a significant shift toward transparency in AI security, as both organizations recognize that isolated defense strategies are insufficient against evolving threats targeting the AI supply chain. Their shared analysis provides a rare window into how advanced persistent threats may exploit the very mechanisms designed to validate model safety.
By Gourav Rajput
A high-severity security flaw has been detected in the ServiceNow AI Platform, allowing unauthenticated attackers to execute arbitrary code through a sandbox escape.
By Gourav Rajput
The addition of David Vélez and Robin Vince to the OpenAI Foundation and OpenAI Group PBC boards signals a fresh blend of financial insight and technical prowess. Their appointments are expected to influence the organization’s strategic direction and reinforce its commitment to responsible AI development on a worldwide scale.
By Gourav Rajput
Ivanti’s chief security officer says large language models are proving effective at early vulnerability remediation, promising faster patch cycles. However, questions linger about expense and the need for human oversight in the process.
By Gourav Rajput
Two and a half decades after the infamous Code Red worm shook the internet, security experts are drawing parallels between past malware outbreaks and today’s rapid AI adoption. Marc Maiffret’s reflections reveal timeless principles that can guide organizations as they confront the unique challenges posed by artificial intelligence.
By Gourav Rajput
A growing number of chief information security officers are reaching a breaking point as organizations rush to integrate artificial intelligence without adequate safeguards. Nearly one in four security leaders is actively considering stepping down, citing unsustainable pressure and misaligned priorities. This leadership vacuum threatens to undermine the very digital transformation initiatives companies are racing to achieve. Without experienced stewardship, AI risks — from data leakage to model manipulation — could escalate unchecked.
By Gourav Rajput
Security researchers at Rapid7 stumbled upon a goldmine of threat intelligence when a malware operator failed to secure their delivery infrastructure. The exposed server yielded over a thousand files documenting the construction of sophisticated phishing campaigns, including live attacks targeting Mexican citizens through counterfeit government services. The toolkit reveals how generative AI is being weaponized to craft convincing social engineering lures at scale.
By Gourav Rajput
This week’s security landscape was shaped by high‑impact flaws in widely used platforms. From a WordPress plugin that allowed remote code execution to newly discovered SonicWall zero‑days, attackers leveraged simple vectors to achieve significant impact. AI‑service abuse and a SharePoint 0‑day further highlighted the need for proactive patching and robust defenses.
By Gourav Rajput
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