2026 AI Threat Landscape Report Backed by patented technology and industry-leading adversarial AI research, our platform provides AI Discovery, AI Supply Chain Security, AI Attack Simulation, and AI Runtime Security. Developers are embedding AI into tools and workflows faster than security teams can track, leaving blind spots that grow before anyone notices. Third-party models introduce unknown code and vulnerabilities, and it’s hard to secure what you didn’t build yourself. Traditional tools can’t test or predict how applications behave under pressure, making it hard to know if your defenses actually work. Most organizations lack the tools and plans to detect or respond when AI systems are compromised. Our platform proactively defends against the full spectrum of AI threats, safeguarding your IP, compliance posture, and enterprise operations. Identify and build an inventory of the AI applications, models, and assets in your environment. Analyze, identify risks, and protect your AI applications, models, and assets as you build. Continually identify threats and validate defenses to safeguard agentic and generative AI applications at scale. Firewall to monitor, detect, and respond real-time to adversarial threats on agentic and generative AI applications. Simplified deployment with pre-built integrations into CI/CD, MLOps, Data Pipelines, and SIEM/SOAR. Reduction in exposure to AI exploits Disclosed through our security research Secure your AI with precision-built defenses. Detect hidden risks in third-party and proprietary models. Identify threats early and validate defenses continuously. Prevent misuse, data leakage, and adversarial attacks with policy-based controls. Safeguard autonomous systems and protect against rogue behavior. Address your AI Security needs by a specific industry or role. Securely Innovate with AI for Fraud Detection, Trading, Compliance, and Customer Engagement. Accelerate AI innovation, safely and confidently. Protect Agentic, Generative, and Predictive AI Systems for Mission Assurance. Enable Safe and Scalable AI Adoption. Build AI applications securely without compromising speed or flexibility. As enterprises embrace AI, security can’t be an afterthought. HiddenLayer makes it possible for CISOs to lead with confidence and keep innovation secure. Securing AI requires protection across the entire lifecycle. HiddenLayer delivers end-to-end visibility and defense so CISOs can safeguard AI at every stage. Strong governance is critical as AI becomes embedded across enterprises. HiddenLayer provides the comprehensive framework needed to manage risk and align AI adoption with visibility, compliance, and accountability. The integrity of AI systems is as critical as the integrity of our software supply chains. If we can't secure the building blocks of AI, we risk exposing enterprises to new classes of attack. HiddenLayer is tackling this problem at its root, delivering the protections the world nee
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HiddenLayer researchers uncovered a malicious version of the Android #DeepSeek - #AI Assistant app recently uploaded to a popular #malware scanning service. https://t.co/c04f98yHmq
HiddenLayer researchers uncovered a malicious version of the Android #DeepSeek - #AI Assistant app recently uploaded to a popular #malware scanning service. https://t.co/c04f98yHmq
View originalHiddenLayer researchers have discovered a simple bypass based on our still-functional Policy Puppetry technique for OpenAI's brand-new Jailbreak and Prompt Injection detection guardrails! Read more
HiddenLayer researchers have discovered a simple bypass based on our still-functional Policy Puppetry technique for OpenAI's brand-new Jailbreak and Prompt Injection detection guardrails! Read more 🔗 https://t.co/LCJJLKxAqG #AgenticAI #AgenticRisks #AISecurity
View original🚨 The first fully AI-powered cyber attack is here. Anthropic’s report reveals how criminals used Claude Code to run an entire campaign, from data theft to ransom demands. 🔎 Our deep dive: https://
🚨 The first fully AI-powered cyber attack is here. Anthropic’s report reveals how criminals used Claude Code to run an entire campaign, from data theft to ransom demands. 🔎 Our deep dive: https://t.co/VZ7D6zg4Tu #AISecurity #CyberSecurity #AIThreats
View original🔍 Can a single image hijack your AI’s behavior? Yes & without changing the application. Meet VISOR: a new method that steers GenAI models using images alone. It’s a new class of AI vulnerabilit
🔍 Can a single image hijack your AI’s behavior? Yes & without changing the application. Meet VISOR: a new method that steers GenAI models using images alone. It’s a new class of AI vulnerability and a new opportunity for AI alignment. 🔗https://t.co/Mv8ENWQR72
View original⏰ Calling all cybersecurity enthusiasts! Only 24 hours left to show your skills at the @BugBountyDEFCON Capture The Flag competition, sponsored by HiddenLayer. This is your chance to challenge yoursel
⏰ Calling all cybersecurity enthusiasts! Only 24 hours left to show your skills at the @BugBountyDEFCON Capture The Flag competition, sponsored by HiddenLayer. This is your chance to challenge yourself, compete with top talent & win exciting prizes. 🔗https://t.co/oCkeMmEo66
View original🧠💻 Your AI coding assistant could be executing invisible instructions without your knowledge. We found a way to hijack Cursor using nothing more than a README file. No malware. No alerts. Just inv
🧠💻 Your AI coding assistant could be executing invisible instructions without your knowledge. We found a way to hijack Cursor using nothing more than a README file. No malware. No alerts. Just invisible prompt injections. 🔗 https://t.co/cfvzjLN6Wq
View originalOur CEO, Chris Sestito, joined the Hundred Year Podcast to discuss why AI security is urgent and what to do about it. 🎧 Listen now: https://t.co/pKldbkgpsO
Our CEO, Chris Sestito, joined the Hundred Year Podcast to discuss why AI security is urgent and what to do about it. 🎧 Listen now: https://t.co/pKldbkgpsO
View original🎥 Missed it live? Catch the replay of our webinar on the taxonomy of adversarial prompt engineering. Learn how to break down LLM prompt attacks by objectives, tactics, and techniques and why it matt
🎥 Missed it live? Catch the replay of our webinar on the taxonomy of adversarial prompt engineering. Learn how to break down LLM prompt attacks by objectives, tactics, and techniques and why it matters for real defense. 🔗 Watch here: https://t.co/mazWsOPXPa #AISecurity
View original🚨 Join our live walkthrough of @hiddenlayersec's new taxonomy of adversarial prompt engineering, a framework for classifying & combating prompt-based attacks against LLMs. ⏰ June 25th, 11am CST
🚨 Join our live walkthrough of @hiddenlayersec's new taxonomy of adversarial prompt engineering, a framework for classifying & combating prompt-based attacks against LLMs. ⏰ June 25th, 11am CST 🔗 Register here: https://t.co/vpOeDYD83X https://t.co/dWjgZgxFln
View original🔐 Not all prompt injections are the same. We just released a taxonomy of adversarial prompt engineering, mapping the why, how, and what behind LLM prompt attacks. Built for red teamers, defenders &
🔐 Not all prompt injections are the same. We just released a taxonomy of adversarial prompt engineering, mapping the why, how, and what behind LLM prompt attacks. Built for red teamers, defenders & researchers. Open to the community. 🔗 https://t.co/LOmXs1sZfo
View originalHiddenLayer researchers have found a way to bypass text classification models by targeting tokenizers. TokenBreak gets past protection models, leaving end targets exposed. 🔗 https://t.co/JdWLwW2rN9
HiddenLayer researchers have found a way to bypass text classification models by targeting tokenizers. TokenBreak gets past protection models, leaving end targets exposed. 🔗 https://t.co/JdWLwW2rN9 #AISecurity #AI #LLMSecurity
View original📢 New from @HiddenLayerSec: The Financial Services AI Security Playbook is here. A guide for CISOs to secure, govern & scale AI without slowing innovation. - Model audits - Red teaming - NYDFS-al
📢 New from @HiddenLayerSec: The Financial Services AI Security Playbook is here. A guide for CISOs to secure, govern & scale AI without slowing innovation. - Model audits - Red teaming - NYDFS-aligned IR - Ethics & explainability 📥 Download now: https://t.co/AfdJy9R4tV
View originalAI models can’t govern themselves. Our latest blog explores how to build holistic AI model governance from day one, so you can move fast and stay secure. 🔍 AIBOM 🧬 Model Genealogy ⚖️ Compliance-rea
AI models can’t govern themselves. Our latest blog explores how to build holistic AI model governance from day one, so you can move fast and stay secure. 🔍 AIBOM 🧬 Model Genealogy ⚖️ Compliance-ready Read more: https://t.co/3YCSvbLME1 #AISecurity #AI #AIGovernance
View originalFunction parameter abuse isn’t limited to MCP - it’s a transferrable vulnerability affecting most SOTA models. HiddenLayer researchers extract full system prompts via fake functions with malicious pa
Function parameter abuse isn’t limited to MCP - it’s a transferrable vulnerability affecting most SOTA models. HiddenLayer researchers extract full system prompts via fake functions with malicious parameters across Claude 4, ChatGPT, Cursor & more. 🔗 https://t.co/CDPqmKv9M7
View originalNew from @DarkReading: LLMs on rails? 🚆 The design choices keeping large language models secure and what the risks are if we get it wrong. HiddenLayer weighs in on the engineering + security challeng
New from @DarkReading: LLMs on rails? 🚆 The design choices keeping large language models secure and what the risks are if we get it wrong. HiddenLayer weighs in on the engineering + security challenges ahead. 🔗 https://t.co/73dVKhl6qk #AIsecurity #LLMs #CyberSecurity #infosec
View original🚨HiddenLayer’s Director of Adversarial Research, Jason Martin, joins The Data Exchange Podcast to talk about what it takes to actually defend LLMs. 🎙️ Beyond Guardrails: Defending LLMs Against Soph
🚨HiddenLayer’s Director of Adversarial Research, Jason Martin, joins The Data Exchange Podcast to talk about what it takes to actually defend LLMs. 🎙️ Beyond Guardrails: Defending LLMs Against Sophisticated Attacks. Stream now: https://t.co/zCzcXX1cQP
View originalHiddenLayer uses a tiered pricing model. Visit their website for current pricing details.
Key features include: The rise of autonomous, agent-driven systems, The surge in shadow AI across enterprises, Growing breaches originating from open models and agent-enabled environments, Why traditional security controls are struggling to keep pace, The Most Comprehensive AI Security Platform, AI Leaders, Application Developers, Financial Services.
HiddenLayer is commonly used for: A Different Way to Think About Security.
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