#semantickernel — Public Fediverse posts

"AI agents have fundamentally changed the threat model of AI model-based applications. By equipping these models with plugins (also called tools), your agents no longer just generate text; they now read files, search connected databases, run scripts, and perform other tasks to actively operate on your network.

Because of this, vulnerabilities in the AI layer are no longer just a content issue and are an execution risk. If an attacker can control the parameters passed into these plugins via prompt injection, the agent may be driven to perform actions beyond its intended use.

The AI model itself isn’t the issue as it’s behaving exactly as designed by parsing language into tool schemas. The vulnerability lies in how the framework and tools trust the parsed data.

To build powerful applications, developers rely heavily on frameworks like Semantic Kernel, LangChain, and CrewAI. These frameworks act as the operating system for AI agents, abstracting away complex model orchestration. But this convenience comes with a hidden cost: because these frameworks act as a ubiquitous foundational layer, a single vulnerability in how they map AI model outputs to system tools carries systemic risk.

As part of our mission to make AI systems more secure and eliminate new class of vulnerabilities, we’re launching a research series focused on identifying vulnerabilities in popular AI agent frameworks. Through responsible disclosure, we work with maintainers to ensure issues are addressed before sharing our findings with the community.

In this post, we share details on the vulnerabilities we discovered in Microsoft’s Semantic Kernel, along with the steps we took to address them and interactive way to try it yourself. Stay tuned for upcoming blogs where we’ll dive into similar vulnerabilities found in frameworks beyond the Microsoft ecosystem."

https://www.microsoft.com/en-us/security/blog/2026/05/07/prompts-become-shells-rce-vulnerabilities-ai-agent-frameworks/

#AI #GenerativeAI #AIAgents #AgenticAI #SemanticKernel #Microsoft

via #AIFoundry : Microsoft Agent Framework Reaches Release Candidate

https://ift.tt/K29Y7nv
#MicrosoftAgentFramework #ReleaseCandidate #GA #Foundry #AIFramework #AgentFramework #SemanticKernel #AutoGen #OpenSource #NET #Python #MultiLanguage #AzureOpenAI #MicrosoftFoundry #AI…

via #AIFoundry : Microsoft Agent Framework Reaches Release Candidate

https://ift.tt/K29Y7nv
#MicrosoftAgentFramework #ReleaseCandidate #GA #Foundry #AIFramework #AgentFramework #SemanticKernel #AutoGen #OpenSource #NET #Python #MultiLanguage #AzureOpenAI #MicrosoftFoundry #AI…

via #AIFoundry : Microsoft Agent Framework Reaches Release Candidate

https://ift.tt/K29Y7nv
#MicrosoftAgentFramework #ReleaseCandidate #GA #Foundry #AIFramework #AgentFramework #SemanticKernel #AutoGen #OpenSource #NET #Python #MultiLanguage #AzureOpenAI #MicrosoftFoundry #AI…

via #AIFoundry : Microsoft Agent Framework Reaches Release Candidate

https://ift.tt/K29Y7nv
#MicrosoftAgentFramework #ReleaseCandidate #GA #Foundry #AIFramework #AgentFramework #SemanticKernel #AutoGen #OpenSource #NET #Python #MultiLanguage #AzureOpenAI #MicrosoftFoundry #AI…

via #AIFoundry : Microsoft Agent Framework Reaches Release Candidate

https://ift.tt/K29Y7nv
#MicrosoftAgentFramework #ReleaseCandidate #GA #Foundry #AIFramework #AgentFramework #SemanticKernel #AutoGen #OpenSource #NET #Python #MultiLanguage #AzureOpenAI #MicrosoftFoundry #AI…

Migrate your Semantic Kernel and AutoGen projects to Microsoft Agent Framework Release Candidate

https://devblogs.microsoft.com/semantic-kernel/migrate-your-semantic-kernel-and-autogen-projects-to-microsoft-agent-framework-release-candidate/

#agentframework #dotnet #python #autogen #semantickernel #foundry #ai #agents

Check out the Festive Tech Calendar for amazing tech content all December! https://www.funkysi1701.com/posts/2025/festive-naughty-or-nice-checker/ #.NET #SemanticKernel #AI #Christmas #festive #naughtyornice #C-Sharp #machinelearning #tutorial

via @dotnet : Generative AI with Large Language Models in C# in 2026

https://ift.tt/ikxf7Ej
#GenerativeAI #LargeLanguageModels #CSharp #AI2026 #OpenAI #Microsoft #Azure #SemanticKernel #MachineLearning #AIExtensions #VectorDatabases #DotNet #AIInnovation #ChatGP…

Join me in this year's Festive Tech Calendar! Excited for December! 🎄✨ https://www.funkysi1701.com/posts/2025/festive-naughty-or-nice-checker/ #.NET #SemanticKernel #AI #Christmas #festive #naughtyornice #C-Sharp #machinelearning #tutorial

Semantic Kernel and Microsoft Agent Framework | by Shawn Henry

https://devblogs.microsoft.com/semantic-kernel/semantic-kernel-and-microsoft-agent-framework/

#ai #semantickernel #agentframework #azure #dotnet #aifoundry

Dew Drop – October 8, 2025 (#4514)

https://fed.brid.gy/r/https://alvinashcraft.com/2025/10/08/dew-drop-october-8-2025-4514/

Introducing Microsoft Agent Framework (Preview): Making AI Agents Simple for Every Developer | by Luis Quintanilla

https://devblogs.microsoft.com/dotnet/introducing-microsoft-agent-framework-preview/

#ai #azure #semantickernel #cloud #aiagents #dotnet #agentframework

via #AIFoundry : Introducing Microsoft Agent Framework: The Open-Source Engine for Agentic AI Apps

https://ift.tt/JzUW08x
#MicrosoftAgentFramework #OpenSource #AgenticAI #AIApplications #SemanticKernel #AutoGen #MultiAgentSystems #EnterpriseReady #AIInnovation #Developers #Cl…

Microsoft-Extensions-AI – Part IX–Semantic kernel integration

https://bartwullems.blogspot.com/2025/09/microsoftextensionsai-part-ixsemantic.html

#dotnet #ai #semantickernel #csharp

Azure Authentication Changes in Semantic Kernel Python.

https://devblogs.microsoft.com/semantic-kernel/azure-authentication-changes-in-semantic-kernel-python/

#azure #ai #cloud #auth #python #semantickernel

Building AI Agent Workflows with Semantic Kernel | Open at Microsoft.

https://www.youtube.com/watch?v=3JFKwerYj04

#ai #semantickernel #aiagents #microsoft #oss

Query Analyst with Semantic.Kernel.

https://www.telerik.com/blogs/query-analyst-with-semantic.kernel

#ai #semantickernel #dotnet #sqlserver #copilot

Building Multi-Agent Solutions with Semantic Kernel and A2A Protocol | by Kinfey Lo.

https://devblogs.microsoft.com/semantic-kernel/guest-blog-building-multi-agent-solutions-with-semantic-kernel-and-a2a-protocol/

#ai #a2a #semantickernel #aiagents #python #azure #azureaifoundry

Looking forward to talking about Sematic Kernel tomorrow at #CollabdaysNL! If you're in #Vianen I hope to see you there! #AI #SemanticKernel https://www.collabdays.org/2025-nl/

Außerdem habe ich in letzter Zeit echt viel neues dazugelernt: LLM Funktionsweise (Context, Tokens, Prompting, Vektorsuche, Embeddings, …); Microsoft SemanticKernel; Microsoft ASP.Net Core; etc. 😊

#LLM #KI #RAG #MicrosoftSemanticKernel #SemanticKernel

Smarter SK Agents with Contextual Function Selection.

https://devblogs.microsoft.com/semantic-kernel/smarter-sk-agents-with-contextual-function-selection/

#semantickernel #ai #aiagents #dotnet #csharp #rag

.NET Aspire + Semantic Kernel = The Perfect AI Dev Experience | On .NET.

https://www.youtube.com/watch?v=0N8-NHjcG1U

#dotnet #semantickernel #ai #aspire #dotnetaspire #cloudnative #cloud

Tomorrow morning I will talk about Building Advanced AI Solutions using #SemanticKernel at @ThriveITConf in beautiful Slovenia. #AI #LLM #AzureAIFoundry #AzureOpenAIService

Semantic Kernel and Microsoft-Extensions-AI: Better Together, Part 1.

https://devblogs.microsoft.com/semantic-kernel/semantic-kernel-and-microsoft-extensions-ai-better-together-part-1/

#dotnet #ai #semantickernel #csharp #aimodels #aiagents

Semantic Kernel: Package previews, Graduations & Deprecations.

https://devblogs.microsoft.com/semantic-kernel/semantic-kernel-package-previews-graduations-deprecations/

#ai #semantickernel #dotnet #nuget

Automate social media posts effortlessly with AI and .NET! Discover how I do it using OpenAI and Semantic Kernel. https://www.funkysi1701.com/posts/2025/using-ai/ #AI #OpenAI #SemanticKernel #DotNet #RSS #SocialMedia #Automation #Programming #Tech

AutoGen and Semantic Kernel, Part 2.

https://devblogs.microsoft.com/semantic-kernel/semantic-kernel-and-autogen-part-2/

#ai #semantickernel #python #autogen

AI Agents for Beginners - 10 Lessons to Get Started Building AI Agents.

https://github.com/microsoft/ai-agents-for-beginners

#ai #aiagents #learning #semantickernel #autogen #agentic

Step-by-Step Guide to Building a Powerful AI Monitoring Dashboard with Semantic Kernel and Azure Monitor.

#ai #semantickernel #cloud #azure #monitoring #azuremonitor #dotnet #csharp
https://devblogs.microsoft.com/semantic-kernel/step-by-step-guide-to-building-a-powerful-ai-monitoring-dashboard-with-semantic-kernel-and-azure-monitor/