Media Summary: Apple's on device AI frameworks CoreML, Vision, AVFoundation enable powerful automation and advanced media processing. As IoT devices continue to integrate cellular technologies for communication, the potential risk for adversaries to AI red teaming has proven that eliminating prompt injection is a lost cause. Worse, many developers consider guardrails a ...
Black Hat Usa 2025 Weaponizing - Detailed Analysis & Overview
Apple's on device AI frameworks CoreML, Vision, AVFoundation enable powerful automation and advanced media processing. As IoT devices continue to integrate cellular technologies for communication, the potential risk for adversaries to AI red teaming has proven that eliminating prompt injection is a lost cause. Worse, many developers consider guardrails a ... In our highly rated 2023 talk "Evil Digital Twin", we warned that large language models (LLMs) were exploiting the cognitive ... Catastrophic hardware failures. From an aging I/O device to cosmic ray bit flips, memory degradation to CPU fires. When an ... We are standing on the edge of the unprecedented. The attack surface is no longer just code or infrastructure—it's people, ...
Anti-cheat is a gold mine of interesting, novel defenses—battle-hardened from years of attrition in a defender's worst nightmare. Compromising a well-protected enterprise used to require careful planning, proper resources, and the ability to execute. The flexibility and power of large language models (LLMs) are now well understood, driving their integration into a wide array of ... In this talk, we will introduce a novel gradient-based prompt-injection technique that can generate universal triggers to manipulate ... What would happen if I simply logged in to this internal Microsoft application with my own Microsoft account? Surely that would not ... The overwhelming majority of AI applications run on NVIDIA hardware and software and use NVIDIA tools to containerize and ...
For nearly a decade, traffic distribution systems (TDSs) have enabled cybercriminals to hide the true nature of their operations. You get what you optimize for. The current trajectory of major AI research labs emphasizes training large language models (LLMs) ... As web applications evolve, so do their data processing pipelines—handling Unicode normalization, encoding, and translation ... SecureBoot, designed to protect against firmware-level tampering, has long been dismissed as a "local-only" attack surface. When 'Changed Files' Changed Everything: Uncovering and Responding to the tj-actions Supply Chain Breach What began as a ... Is there a security boundary between Active Directory and Entra ID in a hybrid environment? The answer to this question, while ...
