Tag: LLM
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We Scanned 1 Million Exposed AI Services. Here’s How Bad the Security Actually Is
While the software industry has made genuine strides over the past few decades to deliver products securely, the furious pace of AI adoption is putting that progress at risk. Businesses are moving fast to self-host LLM infrastructure, drawn by the promise of AI as a force multiplier and the pressure to deliver more value faster.…
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What researchers learned about building an LLM security workflow
Security operations centers are running into the same wall everywhere. Detection tools generate more alerts than analysts can work through, and the early stages of any … First seen on helpnetsecurity.com Jump to article: www.helpnetsecurity.com/2026/05/04/building-llm-security-workflow/
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Usage-based pricing killing your vibe – here’s how to roll your own local AI coding agents
Take those token limits and shove them by vibe coding with a local LLM First seen on theregister.com Jump to article: www.theregister.com/2026/05/02/local_ai_coding_agents/
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prompted 2026 Source to Sink: Improving LLM Vuln Discovery
Author, Creator & Presenter: Scott Behrens, Principal Security Engineer At Netflix & Justice Cassel, Application & GenAI Security At Netflix, Our thanks to [un]prompted for publishing their Creators, Authors and Presenter’s outstanding [un]prompted 2026 AI Security Practitioner content on the Organizations’ YouTube Channel. Permalink First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/05/unprompted-2026-source-to-sink-improving-llm-vuln-discovery/
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AI agents can bypass guardrails and put credentials at risk, Okta study finds
Phishing the agent: Why AI guardrails aren’t enough, a report on tests conducted by cloud identity and access management (IAM) company Okta Threat Intelligence, which uncovered all of the problems cited above, and more.Their research focused on OpenClaw, a model-agnostic multi-channel AI assistant which has seen explosive growth inside enterprises since appearing in late 2025.…
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AI agents can bypass guardrails and put credentials at risk, Okta study finds
Phishing the agent: Why AI guardrails aren’t enough, a report on tests conducted by cloud identity and access management (IAM) company Okta Threat Intelligence, which uncovered all of the problems cited above, and more.Their research focused on OpenClaw, a model-agnostic multi-channel AI assistant which has seen explosive growth inside enterprises since appearing in late 2025.…
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AI agents can bypass guardrails and put credentials at risk, Okta study finds
Phishing the agent: Why AI guardrails aren’t enough, a report on tests conducted by cloud identity and access management (IAM) company Okta Threat Intelligence, which uncovered all of the problems cited above, and more.Their research focused on OpenClaw, a model-agnostic multi-channel AI assistant which has seen explosive growth inside enterprises since appearing in late 2025.…
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prompted 2026 Traditional ML vs. LLMs: Who Can Classifv Better?
Author, Creator & Presenter: Xenia Mountrouidou, Principal Cyber Data Scientist At Expel Our thanks to [un]prompted for publishing their Creators, Authors and Presenter’s outstanding [un]prompted 2026 AI Security Practitioner content on the Organizations’ YouTube Channel. Permalink First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/04/unprompted-2026-traditional-ml-vs-llms-who-can-classifv-better/
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Bad Bots in the Agentic Age: What the 2026 Thales Bad Bot Report Reveals
Tags: ai, api, application-security, attack, automation, banking, business, container, control, crime, cyber, cybercrime, data, defense, detection, exploit, finance, fraud, identity, infrastructure, intelligence, Internet, LLM, malicious, monitoring, resilience, risk, service, threat, tool, vulnerabilityBad Bots in the Agentic Age: What the 2026 Thales Bad Bot Report Reveals josh.pearson@t“¦ Thu, 04/30/2026 – 07:31 The modern internet is becoming less human by the day. Bot traffic is increasing, and human traffic is shrinking. Malicious automated traffic is getting harder to spot. The Thales 2026 Bad Bot Report, now in it’s…
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Automated LLM red teaming gets a learning layer
Automated red teaming of large language models has settled into a familiar pattern over the past two years. An attacker model generates jailbreak attempts against a target … First seen on helpnetsecurity.com Jump to article: www.helpnetsecurity.com/2026/04/30/automated-llm-red-teaming-learning-layer/
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The Facebook ID problem breaking your DLP alerts
Tags: ai, api, credit-card, data, detection, exploit, finance, governance, LLM, ml, PCI, risk, service, sql, technology, tool, zero-trustHow we reverse-engineered the structure of Facebook IDs to improve credit card classification. (This is blog 3 in our Classification Series. You can also read {children} and {children}) The concept behind data loss prevention (DLP) platforms is simple and powerful: Discover and classify sensitive data then apply policies to prevent that data from leaving the…
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LLM Proxies vs. MCP Gateways: What’s the Difference?
As enterprise adoption of generative AI accelerates, so does the number of new components showing up in architecture diagrams. Among the common are LLM proxies and MCP gateways. They are often grouped together because they both sit between applications and AI systems, and both introduce a level of abstraction that is intended to simplify development……
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From Shadow AI to Full Control: FireTail’s Q1 2026 Updates FireTail Blog
Apr 28, 2026 – Timo Rüppell – Most security teams have accepted a hard truth in recent months. AI has already arrived in your organization. It resides in your codebase, runs in your cloud infrastructure, and is likely open in a nearby browser tab right now.The question is no longer whether to let AI in.…
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The Bot Left a Fingerprint: Detecting and Attributing LLM-Generated Passwords
LLMs leave statistical fingerprints in the passwords they generate. We built a 100-year-old model to find them and detected 28,000 in the wild. First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/04/the-bot-left-a-fingerprint-detecting-and-attributing-llm-generated-passwords/
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Parsing Agentic Offensive Security’s Existential Threat
Some fear frontier LLMs like Claude Mythos and Anthropic’s GPT-5.5 will lead to cybersecurity annihilation. Ari Herbert-Voss notes this could be an opportunity. First seen on darkreading.com Jump to article: www.darkreading.com/cyber-risk/industrialized-exploitation-agentic-offensive-security-existential-threat
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LLM prägt das Zusammenspiel von Analyse, Automatisierung und Nutzerverhalten neu KIverändert ESicherheit und Awareness
Generative künstliche Intelligenz entwickelt sich rasant zu einem bestimmenden Faktor der Cybersicherheit. Während Angreifer Sprachmodelle nutzen, um täuschend echte Phishing-Nachrichten in großer Zahl zu erzeugen, reagieren Sicherheitsanbieter mit neuen Analyseverfahren, automatisierter Kontextbewertung und verhaltensorientierten Schulungskonzepten. First seen on ap-verlag.de Jump to article: ap-verlag.de/llm-praegt-das-zusammenspiel-von-analyse-automatisierung-und-nutzerverhalten-neu-ki-veraendert-e-mail-sicherheit-und-awareness/104105/
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More ancient Linux device support faces the chop
One way to deal with bug hunting LLMs: ditch the old drivers First seen on theregister.com Jump to article: www.theregister.com/2026/04/24/ancient_linux_drivers_going/
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Indirect prompt injection is taking hold in the wild
The open web is slowly but surely filling up with >>traps<< designed for LLM-powered AI agents. The technique, known as indirect prompt injection (IPI), involves … First seen on helpnetsecurity.com Jump to article: www.helpnetsecurity.com/2026/04/24/indirect-prompt-injection-in-the-wild/
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LMDeploy CVE-2026-33626 Flaw Exploited Within 13 Hours of Disclosure
A high-severity security flaw in LMDeploy, an open-source toolkit for compressing, deploying, and serving LLMs, has come under active exploitation in the wild less than 13 hours after its public disclosure.The vulnerability, tracked as CVE-2026-33626 (CVSS score: 7.5), relates to a Server-Side Request Forgery (SSRF) vulnerability that could be exploited to access sensitive data.”A server-side…
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Five steps to become Mythos ready
Tags: access, ai, attack, automation, breach, business, cloud, compliance, control, cvss, cyber, cybersecurity, data, defense, detection, exploit, flaw, framework, identity, incident response, infrastructure, LLM, mitre, network, office, open-source, openai, risk, software, threat, tool, training, update, vulnerability, zero-dayAI is uncovering vulnerabilities at a scale that will overwhelm legacy defenses. Here is how to build a security organization that is Mythos ready. Key takeaways While frontier AI models like Claude Mythos boost cyber defenses, they also empower attackers to discover and weaponize vulnerabilities at unprecedented machine speed. To avoid getting buried by an…
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Five steps to become Mythos ready
Tags: access, ai, attack, automation, breach, business, cloud, compliance, control, cvss, cyber, cybersecurity, data, defense, detection, exploit, flaw, framework, identity, incident response, infrastructure, LLM, mitre, network, office, open-source, openai, risk, software, threat, tool, training, update, vulnerability, zero-dayAI is uncovering vulnerabilities at a scale that will overwhelm legacy defenses. Here is how to build a security organization that is Mythos ready. Key takeaways While frontier AI models like Claude Mythos boost cyber defenses, they also empower attackers to discover and weaponize vulnerabilities at unprecedented machine speed. To avoid getting buried by an…
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prompted 2026 LLMs Winning At Pwn2Own
center>Author, Creator & Presenter: Georgi G, Director Of Research At Interrupt Labs Our thanks to [un]prompted for publishing their Creators, Authors and Presenter’s outstanding [un]prompted 2026 AI Security Practitioner content on the Organizations’ YouTube Channel. Permalink First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/04/unprompted-2026-llms-winning-at-pwn2own/
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They Say Gartner is Dead. Clearly, They Haven’t Checked Their LLM Sources.
We are in the Age of the Self-Fulfilling Prophecies and Why you should Stop using LLMs for Market Research First seen on securityboulevard.com Jump to article: securityboulevard.com/2026/04/they-say-gartner-is-dead-clearly-they-havent-checked-their-llm-sources/
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How To Create an MCP Server To Connect Your App With LLMs
8 min readLLMs are quickly becoming teams’ preferred UI for many tasks, and MCP servers are the secret sauce that connects AIs to real applications. They give agents the ability to access tools, query data, and take action. For example, an LLM with access to a code repository can assist a developer in finding bugs…
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You’re Not Watching MCPs. Anthropic’s Vulnerability Shows Why You Should Be.
Tags: access, ai, api, attack, authentication, breach, control, credentials, cve, data, framework, hacker, infrastructure, injection, LLM, remote-code-execution, risk, saas, siem, supply-chain, threat, update, vulnerabilityLast week, researchers at OX Security published findings that should stop every security leader in their tracks. They discovered a critical vulnerability baked directly into Anthropic’s Model Context Protocol SDK, affecting every supported language: Python, TypeScript, Java, and Rust. The result: remote code execution on any system running a vulnerable MCP implementation, with direct access…
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Thousands of Apache ActiveMQ instances still unpatched, weeks after an actively exploited hole discovered
Tags: ai, apache, cybersecurity, defense, exploit, flaw, infrastructure, LLM, software, tool, update, vulnerabilityCSO. “In a world where an LLM can help an attacker weaponize a bug the second it’s announced, taking 12 days to patch is essentially a suicide note for your network”.Vulnerable are versions of ActiveMQ and ActiveMQ Broker before 5.19.4, and 6.0 to before 6.2.3; this means the flaw could have been exploited for over…