High-value breaches stole headlines in 2015,as lackluster security fundamentals left organizations open to attack. With migrating malware and border-crossing breaches, the globalization of cybercrime is transforming the threat landscape. In the 2016 IBM X-Force Threat Intelligence Report, our security research experts explore the latest threats to help you protect your valuable data.

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Smoltalk: RCE in open source agents

26 min read - Big shoutout to Hugging Face and the smolagents team for their cooperation and quick turnaround for a fix! Introduction Recently, I have been working on a side project to automate some pentest reconnaissance with AI agents. Just after I started this project, Hugging Face announced the release of smolagents, a lightweight framework for building AI agents that implements the methodology described in the ReAct paper, emphasizing reasoning through iterative decision-making. Interestingly, smolagents enables agents to reason and act by generating…

Being a good CLR host – Modernizing offensive .NET tradecraft

14 min read - The modern red team is defined by its ability to compromise endpoints and take actions to complete objectives. To achieve the former, many teams implement their own custom command-and-control (C2) or use an open-source option. For the latter, there is a constant stream of post-exploitation tooling being released that takes advantage of various features in Windows, Active Directory and third-party applications. The execution mechanism for this tooling has, for the last several years, relied heavily on executing .NET assemblies in…

Abusing MLOps platforms to compromise ML models and enterprise data lakes

15 min read - For full details on this research, see the X-Force Red whitepaper “Disrupting the Model: Abusing MLOps Platforms to Compromise ML Models and Enterprise Data Lakes”.Machine learning operations (MLOps) platforms are used by enterprises of all sizes to develop, train, deploy and monitor large language models (LLMs) and other foundation models (FMs), as well as the generative AI (gen AI) applications built on top of these models. The rush to leverage AI throughout enterprises has meant that security has been often…

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